Latest / Agentic Conversations (formally mlops.community) / 4 Years of the MLOps Community // Demetrios Brinkmann // #220
Transcript
- 0:01Hello, I'm Dimitrius. I am the founder of the ML OPS
- 0:05community and I take my coffee in a Chemex with a little bit of
- 0:10chaga mushroom powder and coconut oil.
- 0:14We're going to start. The last time that I talked to
- 0:17you, I asked you what you thought I was listening to.
- 0:23You wanna do it again? 'Cause, like, wait, I I totally
- 0:27remember this. Like what your active listening
- 0:28to or what you were like listening to in the moment I I
- 0:30forget about. What I was listening to like
- 0:33right before we hit record. Ohh, OK yes.
- 0:36And it was like record. I think it's like Gregorian
- 0:37chants or something like that. So I'm not listening to
- 0:42Gregorian Chance today, but I am listening to Equally Banger.
- 0:48Equally banger, definitely. I think.
- 0:51Classical. I'm guessing like some sort of
- 0:52like a light like flamenco guitar kind of thing.
- 0:56Him into that, No, I went down the ASMR hole.
- 1:00Ohh and I'm just. So just the sounds of people
- 1:04like rubbing like Combs against like Mike I have.
- 1:08Been the most unproductive fucking person today because
- 1:14every five or 10 seconds I just stop and like zone out and
- 1:18listen to that. So if you want to get shit done,
- 1:21do not put on. Does not.
- 1:23Do not. That is not the high
- 1:24productivity like binaural beats.
- 1:28Not at all. It's so weird to me.
- 1:30That's so bizarre. But OK, I did.
- 1:33I guess that I would not have guessed that one.
- 1:35When we get started, Yeah, let's do.
- 1:36This. Let's do it, dude.
- 1:44I am here, you know, I'm Michael.
- 1:47I'm here with my very good friend that you all know,
- 1:50Demetrius Brinkman, that the dawn of develops community.
- 1:54Some of you love them, some of you hate him.
- 1:56Some of you wish he would stop playing guitar, stop making
- 1:59music in general. I think we all agree we could
- 2:02all come together on that point. But but he's not stopping.
- 2:05The new song was a bit slap. Some people said that song
- 2:09slaps, and I think that means that it's good from what I've
- 2:12heard on TikTok and shit. I actually did agree with this.
- 2:16And was it? Shreya, even during the LMS
- 2:19Production Conference was like, damn, this is like, kind of hot.
- 2:22Yep, that's it. That's it.
- 2:24We got approval from Shreya. You know, game.
- 2:27On good. You're good.
- 2:28Solid song. It was inspired by one of her
- 2:30papers. Inspired.
- 2:31And she was like, oh, the editor.
- 2:33I love the book where she said, hey, I love.
- 2:35I've never had someone like write it.
- 2:36The song about my breast. Whoa, whoa.
- 2:38Easy, easy. It's pumped the brakes right in
- 2:45for you About you. No more like inspired.
- 2:49We need to be very deliberate with our words here.
- 2:52Can't be going around spreading rumours.
- 2:54So this this episode of the podcast is about the history of
- 2:58the envelopes community and it has been a tremendously useful
- 3:03educational community and organisation.
- 3:05Just honestly, and I I'm not even exaggerating here.
- 3:09I think one of the top if not the top collection of ML
- 3:12practitioners, data science people, people building ML
- 3:16systems effectively and practically really out there.
- 3:19I I can't think of us, you know, whenever anyone talks to me and
- 3:22asks me like hey, where are people that are big into ML?
- 3:24Where do they exist? Where do they go to?
- 3:26I say it's the maps community hands down.
- 3:27So Dimitrios, it's his brainchild.
- 3:31It's it's been the thing he's been working for four years.
- 3:34And to commemorate that four year anniversary, we're here to
- 3:36learn a bit about what it was like, you know, from early days
- 3:40where are we today? And then in the in the process
- 3:42learn a little bit more about this, the mysterious man that,
- 3:45the man that the mystery, the legend.
- 3:46So. You make it so formal.
- 3:50I didn't realise I I should have come with my suit and tie and
- 3:53shit. This is if you really you.
- 3:57You really think it's horrible. So so.
- 3:59I do have notes. Let's show everybody the notes.
- 4:02In case you ask those hard questions, I have my talking
- 4:05points. They're scribbles.
- 4:06They're scribbles. I don't think those are.
- 4:08No. It's just because you showed up.
- 4:09A notebook doesn't mean anything.
- 4:11It's a lie. He didn't prepare it all.
- 4:13But. But but I'm happy to be here.
- 4:15I'm really happy to be here. I'm really excited to ask me to
- 4:17do this you know, hands down very very great great, happy to
- 4:21be here. So what I what I do want to
- 4:23start though here is we're gonna talk about a lot of things.
- 4:27I wanna start. Give us a sense for what is the
- 4:30community today? Like where is the Mobs
- 4:33community? What have we become?
- 4:35Give us some numbers here so we can texturize all this.
- 4:38Alright, so first of all, I couldn't think of anybody else
- 4:43to do this but you. And actually, I called a few
- 4:46other people, but they weren't available.
- 4:51Damn it. So you're the you were the first
- 4:54choice after the first choice after first wasn't exactly the
- 4:58first choice. So we'll just get that out there
- 5:02so we can be fully transparent in this retro we have.
- 5:05What are they? They call it blameless
- 5:09distribution or some shit like that.
- 5:10Yeah, yeah, yeah, I don't know. But anyway, let's talk about the
- 5:15community for a minute. And you are one of the, I think,
- 5:1921,000 people in our Slack right now.
- 5:22And so we've got, let me break down the shape of the community.
- 5:25We've probably got like 2 weekly newsletter editions that go out.
- 5:30We've got the Slack workspace where there's like 21,000
- 5:33people. We've got local meetups that are
- 5:37happening in 37 cities from like Sydney and Melbourne, Australia
- 5:41all the way to California to New York to Berlin, Amsterdam just
- 5:46happened last night actually. And then we also have the
- 5:51virtual meet and the virtual meetups, the virtual events in
- 5:55general because we also have virtual conferences which you so
- 5:58kindly did a little bit of a stand up act at at the last one
- 6:02and then it was booed off dude. So, so I may have been booing
- 6:07you but I was a little harsh because when we had the feedback
- 6:10form and we asked people to fill out what their favourite part
- 6:13was, we said what was your favourite part of the
- 6:15conference. I was expecting people to talk
- 6:17about my songs and Demetrius the great host and you know how
- 6:22arrogant I am or can be. And they were like, ohh it was
- 6:25Michael's comedy routine and I was like, I cannot show him
- 6:29this, I cannot let him know about this.
- 6:32So we may be inviting you back against.
- 6:36Against my rates are going to go up, my rates are going up after
- 6:38that, just so you know. Yeah, exactly, Exactly.
- 6:41I shouldn't have told you that it would have.
- 6:43Been zero to 00 to 0 plus. It's between cheap and free.
- 6:48So and that's what we're looking at.
- 6:51But yeah we've got the podcast obviously that people are
- 6:54listening to that goes out twice a week and we do sometimes we do
- 6:59like round tables or panel sessions and then the biggest
- 7:03thing ohh and the blog, like the community source blog.
- 7:06So anyone can write for the blog and then it gets vetted and if
- 7:09it gets the approval then it goes on to our blog.
- 7:13And so that's another community piece.
- 7:15And then the probably the scariest thing for me right now
- 7:19is that we are actively we literally just closed the
- 7:23location for our first in person conference which is going to
- 7:27happen on June 25th. Wow.
- 7:29Yeah, I'm kind of like shaking in my pants because it is scary,
- 7:35man. Like it's the first in person
- 7:36conference that we're doing. And so I'm just gonna do what
- 7:40I'm gonna focus on what I can control, which is get incredible
- 7:43speakers and then, you know, make sure that there is going to
- 7:47be like an amazing experience for everyone that comes.
- 7:51But you know, I'm not going to say that I'm not nervous about
- 7:56that. And so yeah, that's that's about
- 7:59it as far as like all the different stuff that we're doing
- 8:02and what the community looks like right now.
- 8:04I'm trying to think if there's other things that that we have
- 8:07going on. I mean we also have people that
- 8:09are full time employees in the community, which is huge, that's
- 8:13wild. I think there's about 7 direct
- 8:16employees of the community and then there's like a tonne of
- 8:19volunteers. So everyone that is leading a
- 8:22local meet up, I would consider them a volunteer like Meteoric
- 8:27who's absolutely killing it, leading the blog posts and all
- 8:31of that charge volunteer anyone that writes for the blog.
- 8:34I would say volunteers. So volunteers are harder to
- 8:37quantify, dentify, but there's a tonne of them too.
- 8:40Wow. Wow.
- 8:41Wow. I mean that's a lot and and look
- 8:45what I wanted just even highlight to the people that
- 8:47already know this. Maybe they're tuning in.
- 8:49But what I especially love about the community is not just that
- 8:52it's obviously the numbers are big, right, 10s of thousands of
- 8:55people. But it's the quality that I
- 8:57think has always stood out to me because there's so many Discord
- 9:00channel, slack groups, I mean you name it, of just data
- 9:05people, you know people that are in data or whatever and that and
- 9:08the the the quality there is just never, it's never
- 9:11particularly high. Whereas when you get in the
- 9:13community, that really stands out and that seems to have
- 9:15always been a part of the the, the kind of the, the thread of
- 9:18the community and then a centrepiece was just the quality
- 9:21of the of the conversation and the quality of the people that
- 9:23are in it. So that, I think, has been
- 9:25amazing. I we can get more into that like
- 9:29things that reasons. I think that is.
- 9:31But the spoiler of that is I I'm not sure I have any idea why or
- 9:37how there is such high quality in the community.
- 9:41But I'm just as amazed as you are every day when we have these
- 9:44questions which are high quality questions and then answers that
- 9:49are coming from all different directions.
- 9:51You have data scientists, you have data engineers, ML
- 9:53engineers, scores all answering it in different ways or
- 9:57different shapes and forms. So, but on some of the
- 10:01learnings, if you want, I can talk about some of the learnings
- 10:03that I've had over the years. Yeah, and like what I think
- 10:07could have contributed to that, but I don't know the definite
- 10:10answer for why that is, besides banning people that are too
- 10:14spammy. That's, that does make it.
- 10:18I mean that makes a big difference for sure.
- 10:21Look, I'm happy to talk about learnings, tell you about some
- 10:23learnings. I also you know one thing I just
- 10:25want to call out as well and we should get into this at some
- 10:27point is look you you've made this whole like global movement
- 10:30effectively and I'm lops and that that is incredibly
- 10:33impressive And what I want to get to at some point in the
- 10:35conversation is, was that always part of the the genesis was that
- 10:38always do you have that in mind or did this this vision of a
- 10:41global envelopes movement did that evolve over time or were
- 10:45you were you born to do this. Dude, The thing is, so many
- 10:51times I've tried to sit down and be like, what's the vision and
- 10:54what's the mission? All that like the mission
- 10:57statement, the vision. We need to have a clear idea
- 11:00that people can rally behind. And at the end of the day I
- 11:04haven't been able to like put anything super clear down that
- 11:09isn't this, which is just like I just wanna have a place where I
- 11:14can meet cool people and learn about cool stuff related to like
- 11:19putting ML into production or AI into production.
- 11:22So ML, OBS, LM, OBS, data engineering, data OPS, whatever
- 11:25OPS, flavour of the month it is. I wanna have a a spot that it's
- 11:31like you have to put it out there and then people can
- 11:36gravitate to it. But unless you are the one that
- 11:38is putting it out there, people don't know to gravitate to it.
- 11:42And so as far as like, was that the vision all along the way
- 11:47that we started the community? And I've told this a million
- 11:50times, but I'll tell it again and I'll give you the the kind
- 11:52of the short story. They're in long form.
- 11:55So yeah, it's basically like we, I was in Spain right before the
- 12:03pandemic hit. I was working for this company
- 12:04called Dot Science and DOT science was doing data lineage.
- 12:08And data lineage in 2019 was a little early for the time that
- 12:14it was because at that time, I don't know if you remember in
- 12:182019 not a lot of people were actually like seeing huge
- 12:21amounts of value in their AML efforts.
- 12:24And this is all like what I would call traditional ML or
- 12:27classical ML these days. And what was happening is it was
- 12:32really hard to put machine learning models into production.
- 12:37And so these companies that we're seeing really good returns
- 12:43or ROI with machine learning, they were the gigantic companies
- 12:46and they were in general building everything themselves
- 12:50in house. Like now that I've talked to a
- 12:51lot of them, it's like the Facebooks, yeah.
- 12:54And the Pinterest even they were doing this stuff since like
- 12:572014, 2016, whatever, because they had to and they were
- 13:01already what we would consider mature and maybe they would want
- 13:05data lineage, but they didn't want to go buy any data lineage
- 13:08tools off the shelf. And then the rest of the market
- 13:11was just like I got Jupyter notebooks.
- 13:14What's going on there? And so DOT Science was
- 13:19floundering. And then COVID hit and boom, we
- 13:26could not get anybody on the phone for a sales call because
- 13:32everybody was thinking my company may go out of business
- 13:35in the next like week. I don't wanna think about
- 13:38bringing on a tool that is going to like involve some kind of a
- 13:43sales process. I just want to focus on do, am I
- 13:46going to have my job in a week or in two weeks?
- 13:49And so that was March 2020. And that's kind of the reason
- 13:55why I was like, ohh man, it's March 2024, it's been four years
- 13:59of the community really. Because right when that happened
- 14:02we said, well, why don't we try and start a community or
- 14:06something. And like, I have to give a lot
- 14:09of credit to the CEO of Data Science, Luke Marsden.
- 14:12He came from the Docker sphere and so he was very heavily into
- 14:19like the Docker movement and created Docker back in the day.
- 14:24And then was very early in the Kubernetes movement.
- 14:26And so he had open source in his blood, even though dozens wasn't
- 14:31open source funny enough. But he added in his blood and I
- 14:35talked to him one day and it was like, yeah, we should start a
- 14:38community and we can let anybody in.
- 14:39And I was like, Are you sure about that?
- 14:41We want to let our competitors into this community and we're
- 14:45we're going to like, let them give talks on our virtual
- 14:48meetups because by that time everything was virtual.
- 14:51If you remember, it was like this lockdown.
- 14:53And so he was just like, yeah, do it like the rising tide lifts
- 14:59all boats and it doesn't matter if they're competitors, doesn't
- 15:03matter what, like just get the knowledge out there.
- 15:06And so from that point on Luke did the first virtual meet up
- 15:11and then I was in charge of finding the speakers for the
- 15:15next virtual meetups. And after four virtual meetups
- 15:19thought signs went out of business.
- 15:21And that was the end of April 2020.
- 15:25And that was scary for me because I was like, oh shit, I'm
- 15:28about to move to Germany. I had already paid off the
- 15:31movers and like done the down payment and everything from.
- 15:35So moving from Spain to Germany, I had my little one year old
- 15:38daughter and Germanys. Cost of living is lot higher
- 15:43than Spain and I was expecting to like have a paycheck.
- 15:47And so then I was applying to every fucking job I could find
- 15:53on LinkedIn and most of them were like Zoom because Zoom was
- 15:58hiring in 2020 and not a lot of other people who were.
- 16:02And so then that started, and I remember talking to a friend
- 16:07who's not in software or he's not a developer at all.
- 16:13And I was like, man, there's this thing that is kind of
- 16:15gaining traction and I feel like it might be something cool, but
- 16:21I'm not sure if I should focus on it 100% or if I should like,
- 16:27focus on trying to get a new job.
- 16:28And he was asking me the numbers and I remember specifically
- 16:32telling him and this was the middle of May and we were
- 16:35planning to move to Germany in middle of June.
- 16:38And I said like think if by June, so by the end of May, we
- 16:44have 600 people in our Slack channel, that will be like a
- 16:49huge signal for me. And then, yeah, we had, we got
- 16:56that and then it was like ohh, well now maybe we can get like
- 16:591000 people in Slack. Ohh.
- 17:01Now maybe we can do like do more stuff as opposed to just having
- 17:04Slack. And so then it just spitballed
- 17:07from there. And so I was just focused on
- 17:11creating, but like being a someone who can help foster
- 17:19initiatives, you know, So people started coming with different
- 17:24ideas and that was it. It was like, alright, cool,
- 17:27let's do it, let's make it happen.
- 17:28Let's try and create more movement around this because
- 17:33there's something here, there's obviously people are interested
- 17:36in it and there's attention that's happening and so, so then
- 17:42it it just kind of went from there and there was, there was a
- 17:44tonne of things that like a tonne of milestones that
- 17:48happened along the way. But I can tell you all about
- 17:51some of the learnings too. I know you wanted to get to that
- 17:53too. Ohh.
- 17:54Yeah. I mean, like let's just go where
- 17:57it goes. I mean, I you're already
- 17:59touching on it. I think the origin story coupled
- 18:01with the learnings, I, I suspect one of the milestones was the
- 18:04600 mark, which is an interesting one to me.
- 18:06I mean that you did, you have a very specific reasoning for that
- 18:10number. Was it just, hey, 600 sounds
- 18:11like a good, nice, good, nice number?
- 18:14It was just because it felt like that's way out of reach and and
- 18:22especially when this is coming from sales, like if two people a
- 18:28week would talk to me, I was stoked and now all of a sudden
- 18:32was like there's 100 people in this slack.
- 18:34That's insane. And and then getting to talk to
- 18:39people and it's so funny too. And like, I I'm not ashamed to
- 18:42say this, but I find it hilarious.
- 18:45And I normally don't broadcast this one.
- 18:48But for those people that are listening, if you are ever
- 18:51looking for some entertainment, go back and listen to like the
- 18:55second virtual meet up or the third Virtual meet up because it
- 19:00was podcast format. But I had no idea what the fuck
- 19:06people were saying. No idea.
- 19:08Like they would start talking about monitoring and continuous
- 19:11training or like data drift. And I just all of those concepts
- 19:16were foreign to me and I would be looking at them.
- 19:18And I had questions that I had sourced from my technical
- 19:22friends that I knew and that was it.
- 19:25Like I had sourced those questions.
- 19:27There was 10 questions. I would ask the question, I
- 19:30would get an answer and then I would just kind of nod like,
- 19:34yeah, great answer and then just ask the next question.
- 19:37There was number back and forth because I had no idea.
- 19:39Everything went over my head. That's.
- 19:44I think one of the biggest accomplishments of the MPs
- 19:46community in my perspective is the fact that you've been able
- 19:49to lead people out for this long.
- 19:51That you are bullshit everyone that you've been.
- 19:54You faked, so you've made it. To to one of the.
- 19:57Leading communities in the world and that that is something very
- 20:01impressive to me. I mean, people, you know, take
- 20:04it as you will, but, but, but Dimitrios, who doesn't come from
- 20:07a traditional machine learning background, has been corralling
- 20:10some of the best minds in ML into his community, which is,
- 20:13which is incredible. There was 1 so we did feedback
- 20:17forms, you know and and that. I would ask everyone in slack
- 20:22like once or twice a year to give a feedback form or to fill
- 20:25out feedback form on what we can be doing and better in the
- 20:28community. And I remember one person was
- 20:32like ohh maybe on the podcast and this was probably like a
- 20:37year, year and a half into the community.
- 20:39They said it would be nice to have somebody who doesn't know
- 20:43like a beginner in ML OPS to ask beginner questions.
- 20:48And I was like what the fuck do you think I am man?
- 20:50You can't get more beginner than this.
- 20:54It. Well, and then I I started being
- 20:56like, ohh, maybe I kind of know. And that's when I started saying
- 21:00like, I know enough buzzwords to be dangerous.
- 21:03Yeah, I don't really know what's going on.
- 21:04So that's that's. Awesome.
- 21:05I still. Do the smile and nod.
- 21:07Everyone's awesome. That is amazing.
- 21:09I mean, like, I definitely have been.
- 21:11I've been witness to this where people ask you technical
- 21:14questions and like a forum or a LinkedIn thread and they're
- 21:16like, what do you think about is the best way to do this, this
- 21:19and this? You're like I.
- 21:21Asking the community, yeah, asking, asking the public chat.
- 21:25I I generally these days there are like I do have more opinions
- 21:29and I do feel like I can kind of for sure give solid advice
- 21:34depending on like who's asking and what the question is.
- 21:37But I still try to direct people to the community forum because
- 21:43that's one of the things that I'm a very big fan of, is that
- 21:47if one person has the question, I think others have the
- 21:52question, and it's worth putting it into a public channel so that
- 21:56everyone else can learn from it. And that's why I'm like kind of
- 22:01not excited when somebody says asks a question and then
- 22:06somebody generally 9 times out of 10, there's the person who's
- 22:11asking the question. And then you have two or three
- 22:13people that are trying to clarify what's actually going on
- 22:16so they can give a good answer. And when you have these people
- 22:20clarifying and then you have the person that asked the question
- 22:23and say something like ohh, I'll just DM you.
- 22:27It's like no, don't go into DM, keep it out in public because we
- 22:31need this unless it's super sensitive or you can't share the
- 22:36clarification questions. But for the most part like keep
- 22:38it public so that everybody can learn from it.
- 22:41And that's the same with like being in a meet up.
- 22:44It's great to ask questions after somebody gives a talk,
- 22:47right? And so, yeah, same stuff, but
- 22:50amazing. I digress.
- 22:51No. Dimitrius tell tell us more
- 22:53about more about the origin story coupled with the learnings
- 22:56along the way. I I, I didn't actually have not
- 22:59heard the full origin story, so this was new to me.
- 23:01But but do tell us more about what's happened since, you know
- 23:04how that all unfolded from that point on.
- 23:05And then please sprinkle in the learnings that you think were
- 23:08the biggest ones over the course of the community.
- 23:11Dude, I think one thing that stands out to me, which is a
- 23:19little bit sentimental, but like me as a really, I really enjoy
- 23:24meeting people and forming connections with people.
- 23:28But I also now after it's only been four years, but four years
- 23:32is also a long time, kind of depending on how you're looking
- 23:36at it and dog years, it's a shit tonne, right?
- 23:38And so people come and go and they like float into the
- 23:44community orbit. And some people are really into
- 23:47this because it's very aligned with their career goals or with
- 23:52what they're doing at their job. And then inevitably, like,
- 23:56people will float away. And so instead of trying to
- 24:00like, hold on to that, what I've started to do is just how can I
- 24:04keep contact with people but not feel like I need to hold on to
- 24:10people. Because there is very much this
- 24:14nature of like it's tied to the career.
- 24:16The community is very tied to what you're doing at your job.
- 24:20And if your challenge is at your job change, or you change jobs
- 24:24and all of a sudden you don't work on the ML platform, you
- 24:27work on the data platform and the company isn't mature enough
- 24:31to be doing ML or AI or any of that sort, then you're probably
- 24:35not going to be hanging out. And then the community and
- 24:37you're not going to like, wanna volunteer as a local champion or
- 24:41whatever. So I'm grateful for everyone
- 24:46that has come into the orbit. And I think that's one thing
- 24:50that I've seen over the years is that people come, they go, life
- 24:56happens. And it's so cool to have made
- 25:00friends and have like this global network of friends.
- 25:04And it's also really cool to like watch them grow too.
- 25:07You know, like watch. You're a perfect example of
- 25:10that, right? Like you're working on very ML
- 25:13specific stuff. And then it's like, oh, now
- 25:15you're going to go start your own company.
- 25:17And so you get to, I get to watch you grow and hopefully
- 25:22start a billion dollar company that you can make me an advisor
- 25:26to or whatever when you want. No problem, I'll be.
- 25:29I'll be here and ready for it. But the the other thing is that
- 25:34like the if I'm doing my job right so I I've kind of like
- 25:42come to see that the community is not a community because of
- 25:50me. It's almost like in spite of me
- 25:54to so much shit to that there shouldn't be the community.
- 25:58But the thing that is nice is that it's not like it's an
- 26:04influencer community type thing. It's not like ohh people see my
- 26:07YouTube videos and then they come into the community.
- 26:10They come into the community because the value that the
- 26:12community has And then there's like ohh yeah and this random
- 26:15guy that kind of does shit in the community.
- 26:16He also has a podcast. Alright let's check that out or
- 26:19ohh like we came to a meet up and then we found there was
- 26:22other things that you could do right.
- 26:23So it's not like it is. You come into the community
- 26:28because of me, and because of that, what I'm trying to do is
- 26:33make sure that in the community I can give as many people a
- 26:38platform as possible because there's nothing more that like I
- 26:42derive pleasure from and like see joy on a daily basis.
- 26:47Then when I see people in the community that are winning in
- 26:52whatever way, shape or form that is.
- 26:54So if I can help them do that, that's like my true North, I
- 27:00guess you could say. So whether that is giving
- 27:03someone a chance to write on the blog.
- 27:06And then because of that, who knows, Maybe they get a job or
- 27:09they're able to. Somebody reaches out to them and
- 27:11they form a new connection. Or bringing somebody on the
- 27:14podcast, having like a shout out to an excellent blog that I read
- 27:19on the Internet in the newsletter, all of those ways.
- 27:23And then just like making sure when there is quality work and
- 27:27especially when it's somebody from the community that gets
- 27:31recognised. And so that's something that I
- 27:36think has been a huge learning for me, just it's more, it's a
- 27:40little more personal, but I think that in community building
- 27:43is very valuable. And so it's just like how can I
- 27:46give as many people a platform, How can I make the ML OPS
- 27:50community platform so big that we can fit more people on it,
- 27:55right. That's the other, I guess
- 27:56another way of looking at it. And that's probably why we have
- 28:00so many different manifestations of like what the community is,
- 28:05whether it's the newsletter, podcast or virtual events and in
- 28:10person events, all that stuff I was talking about.
- 28:12And then there's another one that I think is fascinating,
- 28:17which I've heard. This one I did not coin.
- 28:20I got it from I think the woman's name is Rosie and she's
- 28:24big in the community space and she talks about monthly
- 28:28recurring relationships and so how many people am I creating
- 28:36relationships with? And then like how often am I
- 28:39talking to them? How am I having like recurring
- 28:43relationships, not just like I get on a call with somebody and
- 28:46then I never see them or talk to them again and maybe they're
- 28:50never actually in the community orbit, we could say.
- 28:55So those, those are a few. I mean, I've got a bunch, but
- 28:58maybe you want to chime in on some of these.
- 29:00Yeah, Well, I mean. There was so much gold in there
- 29:03that that I could unpack a lot of a lot of things.
- 29:05But maybe I'll start by saying on your points around in the
- 29:10sense that the community was bigger than you.
- 29:12You were at the you weren't the IT.
- 29:14It didn't it wasn't like your brand that that that was the
- 29:17cornerstone of the community. I agree with this.
- 29:20You were enough Twitter followers for that to be true.
- 29:22Like there's no there's there's no way that could have been 300.
- 29:25300 Twitter followers just to let you know I'm trying to be an
- 29:28AI influencer, but it is not happening.
- 29:31You're you're you're not even in.
- 29:32The in the running, so so that is not a concern.
- 29:36But but on a more serious note, I I like this idea of building
- 29:41maybe what I would call it fault tolerance around the community
- 29:44right Like you set up in such a way that it's almost
- 29:46distributed, decentralised. That in a sense it it it doesn't
- 29:50it doesn't depend on any one person's right to to to continue
- 29:53existing. All right, let's be quick.
- 29:55Break from the episode and talk to you for a second about our
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- 30:58journey and let's get back into the pot.
- 31:01And I'll speak to this from a very personal like I, you know,
- 31:04I was running the SF meet up for a while and then got busy with
- 31:08some startup stuff and kind of disappeared a little bit.
- 31:11It became a little bit Mia for a while but then I came back to it
- 31:14and it was it had grown. You know I mean like the same
- 31:16meet up in one part of the world had had grown and there were
- 31:19people that had jumped in because they felt there was
- 31:21valuable enough to to make it happen.
- 31:23And I think that speaks to the to exactly what you're
- 31:25describing right this this idea of there's it's not it's bigger
- 31:29than the sum of its parts in some sense that's what's so
- 31:31amazing about this community. It's, you know, bigger than me,
- 31:34bigger than you and and and and people see so much value in in
- 31:37this, this core piece of of of like the relationship building
- 31:41you described that people do jump in when they need to and
- 31:43they want to keep it going. Exactly.
- 31:46And that's 100% what is like for me, probably.
- 31:51Why? When we go back to that, like,
- 31:54what's the mission, What's the vision of the community?
- 31:56And it's just like, I'm just here to have a great time and
- 31:59meet cool people. That's what I'm trying to do.
- 32:02But everyone has different reasons for joining the
- 32:06community. And one thing that we're doing
- 32:09now, which is awesome, is we're trying to map out like, what are
- 32:12your reasons for joining the community so that we can give
- 32:16you what you're looking for? Because some people, they join
- 32:19the community because they're like, Oh well, I just started
- 32:22this open source project and I might get funding for it and so
- 32:27or I want to talk to people and see if it's actually valuable.
- 32:30And so there's one like community user path or community
- 32:34member path. Some people are like, I have a
- 32:37very strong challenge that I'm trying to overcome at work and I
- 32:41need to debug this and I need to know what how others have done
- 32:44this in the past. So it's like Stack Overflow like
- 32:49on steroids in a way or very niche down.
- 32:52And then other people are like, I'm just looking for a new job.
- 32:55And so I'm trying to find if there's anybody that I can
- 32:58network with. And there you have that person
- 33:01you have others like investors will join the community because
- 33:04they're like I'm trying to find the new hottest thing and
- 33:07marketers will join the community because they're like,
- 33:09well, we want to show off our product.
- 33:12And so those people I just say talk directly to me and we can
- 33:17figure out how to make that happen.
- 33:19That's an easy one, no? But we're trying to figure out
- 33:21like all of these different journeys, right?
- 33:23It's a different paths and different pieces of the
- 33:26community are going to be valuable for these different
- 33:30personas and what they're trying to get out of the community.
- 33:34And so now that's something that I feel like is is happening and
- 33:40is really a huge step forward. Because then you can know.
- 33:46All right, sweet. You're a data engineer and
- 33:49you're looking to get into MLS. Here are the top four things or
- 33:56three things that we would recommend you do and we can have
- 34:00that set up as a trigger when someone clicks on the form to
- 34:06join the community. They say like, yeah, I identify
- 34:10as a data engineer and I am looking to learn more about ML
- 34:15OPS and then boom, we can have e-mail sequences saying watch
- 34:19these meetups or you know, join this event blah blah blah.
- 34:26And so that's that's I'm, I'm super excited about.
- 34:32That is such a deliberate and methodical way to think about
- 34:36community building. I can see you were a salesperson
- 34:38in a previous life. I mean just this idea of of of
- 34:41of different demographics and segmenting, segmenting user
- 34:45groups. I love that.
- 34:47I think this is I'm, I'm a big fan.
- 34:49I think this is, this is, this is super cool.
- 34:52I want to I want to dive into one thing more deeply because
- 34:54you, you know, cool relationship building, love all that.
- 34:58There is this understanding that a lot of the reason why people
- 35:01come into the community something career related,
- 35:03something related to their job, whether that's progress, growth,
- 35:06getting a new one. You said a little bit, Tell us a
- 35:08little bit about what that looks like for people and maybe how
- 35:13successful do you think you have been over the course of the
- 35:15communities lifetime in helping people level up in their careers
- 35:19and maybe more some of the milestones around that?
- 35:24All right. Charlie Rose coming with the
- 35:26hard hitting questions, huh? I see you so.
- 35:31And you're just sponsored the MPs community by the way, if
- 35:33whoever is listening, I think it's if you're looking to get
- 35:36get housing people. Strong talent.
- 35:40That's a strong talent. Well actually you know there is.
- 35:45I I used to like search it out and really try and make sure
- 35:48that if there were jobs that were, how would I say this being
- 35:54gotten from the community? Like if people got a job because
- 35:58not grammatically. Correct.
- 35:59But OK, yeah, let's, let's let's go with that, not.
- 36:01Known for my strengths and grammar or public math, but I do
- 36:07it anyway. And so the The thing is that we,
- 36:11I really wanted to highlight the fact that I've seen a lot of
- 36:15people get jobs because of their involvement in the community and
- 36:20there are plenty of ways to do that.
- 36:22I still think that if you are active in any of these different
- 36:27channels or if you are volunteering in the community,
- 36:31that gets like I said, I'm trying to create this gigantic
- 36:34platform and make it big enough that everyone can stand on it
- 36:37and we can like lift everyone up.
- 36:40And one of the coolest things that I can think of, like a a
- 36:45tangible outcome, is that somebody starts volunteering for
- 36:49the community and because of them being on this platform or
- 36:54doing things, maybe it's being a local champion now they're
- 36:57meeting people and they're almost at like the centre of the
- 37:00MLC or AI scene in their city and it makes them so much more
- 37:06likely to get a job. And I've heard about so many.
- 37:09Or just like I've heard about people answering questions in
- 37:14Slack. And then somebody's will say,
- 37:19ohh cool, thanks for answering that question of mine.
- 37:22Like then they bring a conversation to DM, like you
- 37:27wanna have a coffee sometime or whatever, virtual coffee and
- 37:31then one thing leads to another and you got a new teammate.
- 37:35And so those experiences 100% happen and it's really hard for
- 37:42me to quantify how much they happen because it is almost like
- 37:46it's not like it's behind closed doors.
- 37:48It's just not like people are coming U to me and telling me
- 37:52every time it happens. But when I do find out about it,
- 37:55and I will say right now that if anyone has gotten a job because
- 38:00of activities in the MLS community, please tell me.
- 38:03Because that makes my day. Like literally That is one of
- 38:06the other that that is absolutely incredible for me
- 38:11because it's just like this thing that started because I
- 38:15lost my job, right? Is now helping others advance in
- 38:20their career. And so whether or not it's what
- 38:23they learn in the community is what is helping them advance in
- 38:27their career or it's just straight up like, oh, I saw in
- 38:30jobs channel this job and then I applied for that job or I I DM
- 38:35to the person who posted it and now I'm working for that
- 38:38company. So there's a lot of that, I
- 38:40think that is so cool to see. And then I I get really stoked
- 38:45about that. I don't know if you can hear the
- 38:46emotion in my voice, but like that gases me up man so much.
- 38:51Yeah. I mean that that that's that's
- 38:53capable. I I can we can all see that.
- 38:55And then it what's cool about it is it happens.
- 38:59You're not almost seeking it out, but it's happening
- 39:01naturally And that seems like the best of both worlds right,
- 39:03where you're giving people a platform to engage and actually
- 39:06have a community which is something we all need as people.
- 39:08But then in the process what's falling out of it is something
- 39:11that is very pragmatic like very practical and you know it's it's
- 39:17it's a very tricky balance to get to get that thing in the
- 39:21middle because you go too hard in the career stuff.
- 39:23It becomes a very transactional sort of thing and people are not
- 39:26very you know it's not as it doesn't feel as authentic
- 39:28organic. You go too much on the other
- 39:30side and it's just we're just shooting the shit in in Slack
- 39:33and saying like hey, well look at this meme, look at that meme
- 39:35and it's there's nothing valuable.
- 39:37But to hit that middle ground I think is is incredibly hard and
- 39:40and and sounds like something that's been a big, big outcome
- 39:44and success story for the community.
- 39:46Yeah, I love hearing about that, dude.
- 39:48I love it. I so much.
- 39:50That is one of my favourite things.
- 39:53I mean yeah that's right. And the other thing that I
- 39:58wanted to mention there is one other.
- 40:00Kind of like take away that I have learned in the community
- 40:04building over the years. That I think is worth noting
- 40:08before we like jump to the next thing, is that like I have, I've
- 40:15thought a lot about people that come to the community but don't
- 40:19necessarily actively contribute, right.
- 40:21Some people might call them like OHH lurkers in Slack and I am
- 40:28100% like encouraging people to do that if that's how they feel
- 40:35like they wanna be part of the community.
- 40:39And that mentality has changed from like when the community
- 40:45started to now. And that is because you just
- 40:52again like you can't quantify things that happen outside of
- 40:56your knowledge. But I have heard people talk
- 41:00about how they will take a screenshot of a question and
- 41:04threads that happen in Slack and then share that on their company
- 41:09Slack. And then that helps move the
- 41:12needle for some kind of a policy or some kind of a design
- 41:16decision at their company. And so those things are like,
- 41:21OK, maybe you're not for some reason you don't feel like you
- 41:25want to jump in on a thread or ask a question or whatever.
- 41:29But if you're still getting value out of it, that is huge.
- 41:32And so that's really cool or just coming in to whatever other
- 41:37way like you just read the newsletter and you don't like
- 41:41that. If that's how you want to
- 41:43engage, that's also great. Or you listen to the podcast, or
- 41:45you go to a local meet up or the in person conference, whatever
- 41:49it may be like. There's so many different ways
- 41:53to engage and I don't necessarily think now that you
- 41:59have to be active in your engagement.
- 42:02Of course, it's not like it's nicer if you are because nobody
- 42:06wants to join a community. That's just a bunch of people
- 42:08that aren't active, really, you know, then there's not really a
- 42:11community. It's kind of like a like it's a
- 42:14dead zone almost, right? So some people have to be
- 42:18active, but at the end of the day, I still think that there's
- 42:23a lot of value in the people that aren't like being super
- 42:25active. And the other piece to this is
- 42:28that kind of like dovetailing on that is the numbers.
- 42:34I know, I I like said no, it was before we hit record, like I was
- 42:38telling you how many numbers have come into the ecosystem,
- 42:41right? But it's a lot, I would say, and
- 42:46I think numbers mean nothing, man, because you can have a
- 42:51community of 30 people that are super engaged and it's very
- 42:57valuable and it can be the best thing for you at that point in
- 43:01your life. Or you can have a community of
- 43:0430,000 people and it can be absolutely worthless.
- 43:08So numbers, at the end of the day, it's cool to like say
- 43:13because especially if I'm trying to get like a big speaker for
- 43:16the conference, I usually will put out the big numbers, but
- 43:20then I think it's it all comes down to quality over quantity.
- 43:26Every degree. I mean, yeah, I'm sure I've seen
- 43:28this. I'm sure you've seen this many
- 43:30people. I'm sure they're tuning in.
- 43:31I've seen this, those communities that have that
- 43:33claim. You see the numbers in the slack
- 43:35at the top, right, of how many people in the channel that's 10s
- 43:38of thousands if not if not more. And it's just promotion after
- 43:41promotion, no ones even. No one's actually listening to
- 43:44anyone. You don't even see people up
- 43:46voting because no one even tunes into this.
- 43:48So absolutely agree with this point.
- 43:49Quality over quantity, micro communities can be some of the
- 43:52most powerful ones out there. You know, I want to touch a
- 43:56little bit on, you know, one of the things that I think has been
- 43:59one of the strongest pieces of the community and maybe its
- 44:02growth. Maybe you can speak to this just
- 44:04how much of this, like collection of volunteers you've
- 44:08been able to pull in, to make it, to make, to to organise
- 44:12events to to to contribute different pieces of their
- 44:15knowledge and their expertise. How did you foster that kind of
- 44:20a community that that that allowed for that to happen and
- 44:22encourage people to do that, so that people want to do that?
- 44:24Because it seems like so much, so much does depend on the
- 44:27volunteers. How did that happen and can you
- 44:30tell us a little bit more about that aspect?
- 44:34So honestly that was a huge milestone when and that was that
- 44:39happened fairly early on in like the community journey which was,
- 44:47and I remember it vividly too. This is another one of those
- 44:50things where it's like hard to forget because it was so
- 44:52impactful and probably in June, remember I was like, ohh, if we
- 44:59hit 600 people in June, yeah then that'll be a lot.
- 45:03And it was like in June or July and it was in slack and we could
- 45:06search it right now I could probably tell you but David
- 45:10Aponte was like, hey man, who's who's like running this thing?
- 45:15You ever need any help? Because it seems like this is
- 45:19pretty cool and I I got some free time and so and that had me
- 45:24being like ohh shit like I don't have to do all this on my own.
- 45:28There's other people that can help do this that would be
- 45:31awesome. And then so then I was like yeah
- 45:33let's let's have a call. Let's do it.
- 45:36And from there, then more people started, like, raising their
- 45:40hands. And and I remember the second
- 45:42person was Vishnu, who is a longtime guest host on here too.
- 45:48And I just remember that, like, OK, yeah, so like, what do you
- 45:54guys wanna help with? And we just started jamming
- 45:58every week and having jam sessions.
- 46:00And in the beginning, David was who I leaned on really hard for
- 46:07the technical capabilities. Like I was learning a lot from
- 46:10him, because we would just have calls all the time and he would
- 46:15be teaching me stuff and I could just ask him anything.
- 46:17And so I could ask the stupid questions that I was afraid to
- 46:20ask the guests on the podcast. And then it got to a point where
- 46:24it was like, yo, dude, should we record these calls?
- 46:27And he was like, yeah, sure, let's do it.
- 46:30And so then he he like gave me a walkthrough of how Cube flow
- 46:34works. I still had no idea what the
- 46:36hell was going on. Like he was going through the
- 46:39demo. I had no idea what he was
- 46:41saying. And I'm like, wow, this is
- 46:43awesome. Yeah, great, alright.
- 46:45And just like going on mute and being like fuck, I don't know
- 46:48what did he's saying. I don't understand any of this,
- 46:52you know? So then, yeah, so that was
- 46:56really cool. And then it just kept growing.
- 46:58And what I realised now is that, again, going back to that, like
- 47:04how can I create a platform? The best thing that I can do is
- 47:08make it as easy as possible for people to contribute.
- 47:13Like if if it's super cumbersome every time somebody reaches out
- 47:17and they're like, hey, I want to volunteer and then I'm like,
- 47:20alright, well let's get on a call and let's figure out like
- 47:22what your strengths are and what you do what you don't do.
- 47:25What now we do is we just have the docs and I put those
- 47:28together and I should probably update them.
- 47:29Probably pretty soon, because there's so much more that we can
- 47:33do. But we have the docs and we have
- 47:36areas where we need help for people to volunteer.
- 47:40And we also have, if anyone says I want to be a local champion,
- 47:44then we have so many resources that we can give people.
- 47:47And we say it's very clear now because we've done it 37 times.
- 47:53We know what people need and we know where the biggest pain
- 47:58points are for somebody that is starting a local chapter, right?
- 48:01It's like help finding venues, help finding speakers, help
- 48:05finding sponsors, or just getting money for the food and
- 48:09beer and whatever drinks and all that and help help marketing so
- 48:14that people will come to the event.
- 48:17All of that is stuff that we tried to like immortalise and
- 48:22put into documentation so that if you are someone who wants to
- 48:28do that, you can go and just read through all of this and
- 48:31gain all that knowledge and then it's on you to act on it, right.
- 48:36So I think that's been huge is how can we make it as
- 48:42frictionless as possible and also really help people when
- 48:47they want to contribute, how to figure out like how can we add
- 48:53the most value in your contributions that's.
- 48:57Amazing 37. I did not realise there were
- 48:59that many chapters that. That's crazy.
- 49:01That's. Crazy.
- 49:02And you want to know 37? It almost bankrupted us, to be
- 49:06honest. I could tell you that story too.
- 49:08This here's a learning that I had.
- 49:11Don't give 37 cities a fucking unlimited budget to do whatever
- 49:15the hell they want, but definitely.
- 49:17Not Sydney. Don't give it to anyone in
- 49:18Australia. Exactly.
- 49:20OK, Kidney and Melbourne just actually in Australia in
- 49:24general. Shit, no, no, no, we didn't.
- 49:26We love. I don't love.
- 49:28It yeah, the no. The thing is that we got
- 49:34sponsorship for the in person and it's funny because I like
- 49:40sold sponsorship before we had in person stuff happening.
- 49:47But I was like well if we get sponsors then that is going to
- 49:52be the catalyst to make me work towards creating in person
- 49:55events. And so we sold it to Neptune and
- 49:59Jacob was awesome about it. He was super.
- 50:02We were very aligned on like, yeah, we don't want to just like
- 50:05go there and talk about our tool.
- 50:07We just want to make sure that we can send some Neptune branded
- 50:12beers to the event and also maybe some shirts and have one
- 50:17of our representatives go to the event and meet people because
- 50:20they're, let's be honest, like the networking is half the fun.
- 50:23And so then we had that and one of the things that we were
- 50:28trying to wrestle with was like, alright, cool, we got
- 50:30sponsorship and one we weren't super clear as the first
- 50:37chapters like the first city started cropping U.
- 50:41We weren't clear on like what is the value that we can provide.
- 50:47And one of the things that we thought would be super valuable
- 50:50for people, and it turns out it's not even that valuable, but
- 50:53I can get to that in a minute, is like reimbursing the cities
- 50:59for food and drinks. And we said and then even like
- 51:04videographers too. And so we said like in the
- 51:06beginning, I think we said like you can expense the community up
- 51:10to 1200 bucks. And so that was cool when there
- 51:14was like 5 cities and they were doing a meet up once, 1/4.
- 51:18And then all of a sudden there was like 12 cities and they were
- 51:21doing a meet up once a month and it was like, holy shit, we're
- 51:24paying like six or seven grand a month just for these meetups.
- 51:30And the Neptune contract is like that.
- 51:34Money's long gone, right? So then, and it's hard to let
- 51:39like now we had to step back where we we were telling
- 51:42everyone we're going to help you.
- 51:46You don't have to worry about, like, paying for food or drinks.
- 51:49We've got you covered. You can expense that to the
- 51:51community. And then all of a sudden we're
- 51:53like, actually we gotta talk about that because the monthly
- 52:00bill and monthly spend is getting really high.
- 52:03And so that was a a nice one. Luckily for us, dude, the
- 52:10community, like this community, the members are so incredible, I
- 52:14don't know how. Again, I'm not sure how
- 52:16potentially it's because we just are.
- 52:21It's like I'm not afraid to be weird and so people know what
- 52:23they're getting when they're coming into this or they don't
- 52:26because they don't come for me, like we said before.
- 52:29But as soon as they come in, they get the vibe pretty quick,
- 52:33I would imagine. And the people in the community
- 52:38were very supportive and it was like, let's figure out how to
- 52:41transition from the community paying for food and drinks to
- 52:46like we help you find sponsors to pay for the food and drinks.
- 52:52And so then it's not like they have to pay out of their pocket.
- 52:55It's just that they have to go and find some sponsors.
- 52:59That's. Incredible.
- 53:00That's that's a cool story. I didn't even know that that
- 53:02there was this communal effort to bring to to keep, to keep
- 53:06Demetrius's bills afloat. That's that's no.
- 53:11I mean, jokes aside, honest. We've had shit that I've done
- 53:13with sponsors. Money, man.
- 53:15Oh my God. I, I, I look at there's there's
- 53:19there's so much to get stuff that's fallen out of it.
- 53:21So that's really cool. I had no idea I mean funny story
- 53:24but also the fact that the community rallied and came
- 53:26together that's that's awesome. I one of the last kind of big
- 53:29topics I want to touch on and then and then I'll I'll I'll end
- 53:33with some some more interesting questions.
- 53:35Not to say these have been interesting, but a little more
- 53:37out there tell us about what's the future like?
- 53:40What is the future of community look like?
- 53:43So where we? Going.
- 53:46Dude, I mean, the biggest thing on my mind is June 25th, right?
- 53:52Fifth. OK, you hopefully are gonna.
- 53:54I'll be there to do your sequel to the stand up comedy routine.
- 53:59We are definitely not paying you to be there, just so you know
- 54:05actually you have to pay to get in.
- 54:07That's one thing that I'm not giving you any discount or
- 54:11anything, alright, but if you want, what I'm thinking is it
- 54:15would be really cool to have a stage or a section of the venue
- 54:21with a bunch of musical instruments so anybody that
- 54:23plays music can go and jam whenever they want.
- 54:26Or. Anybody that is a comedian can
- 54:29go and tell a few jokes. They can do a 5 minute set if
- 54:33they want. That would be cool.
- 54:37That would be very cool. But yeah, it's it's a it's
- 54:41exciting. I'm trying to.
- 54:42We already have a few speakers that have confirmed and I am so
- 54:48stoked. So this is another thing.
- 54:51It warms my heart like speakers, when I've reached out to them,
- 54:56they've been really excited about it.
- 54:59And so I can tell you, like Linus Lee, who I'm personally a
- 55:04superfan of, he works at Notion and he's given a few talks for
- 55:08the virtual conferences. He's going to be there, Ship
- 55:12human who is famous in her own right, she's going to be giving
- 55:15a talk. And so they like seeing that
- 55:20also. I'm looking at the speaker
- 55:24lineup that we have. And this is all this is buried
- 55:27at the end of this podcast. So I am imagining that not a lot
- 55:31of people are listening. Anyway, so I'm gonna say it
- 55:34because we have a whole marketing plan on how we're
- 55:36gonna get this out. And you'll, if you listen to the
- 55:39podcast, you'll probably hear me say this a few times, right?
- 55:42But we've got Fazan from who's been on the pod.
- 55:46He's a AI product lead at LinkedIn.
- 55:49We've got Shreya Rajpal, who is the CEO of Guardrails.
- 55:53She's in. We've also got Janie Doshi, who
- 55:58is a staff data scientist at Intuit Man.
- 56:02There's a lot of incredible people looking at Cameron Wolf,
- 56:06Sharon Sue, some some hard hitters.
- 56:09I mean we're doing it in for I wanted to say in conjuncture but
- 56:17that's not the word in collaboration.
- 56:19It starts with a CI knew it right.
- 56:21Again grammar not my strong suit but in collaboration with Kolena
- 56:27so Colena does AI testing. Mohammed's been on the podcast
- 56:31If You Weren't That's that was probably like 2-3 years ago, but
- 56:36that's what I'm focusing on. And again I'm a little nervous
- 56:40because it's the first time but it is cool and I like honestly
- 56:44I've realised that think we've weathered the storm a little bit
- 56:51on the whole LM OPS craze and whether or not the we need to
- 56:56change the name of the community.
- 56:58Look even the balloons, they jumped up the because that was
- 57:04the whole thing last year and people saying like Ohh, ML OPS
- 57:07is so dead and nobody does ML OPS anymore and LM OPS is all
- 57:13anyone cares about or now it's the AI engineer.
- 57:17And so that I think we've kind of weathered the storm and we
- 57:22know what we're what we're doing and where the strengths are and
- 57:27also like how what people in the community want to see.
- 57:32And so speaking about the future though more man, I I think I'll
- 57:40be winning. Or like all all consider it a
- 57:45success. If we just, I can keep the
- 57:49lightheartedness, I can keep meeting amazing people, like I
- 57:53can keep connecting and learning and doing stupid shit and like
- 57:58not taking anything too seriously, right?
- 58:00That is for me the the key here because if it becomes, if it
- 58:08ever becomes like that feeling of just like then I I think I've
- 58:15done something wrong and it and I've created a bit of a what I
- 58:21would consider like a a gaol for myself right.
- 58:23So that's really that's it. And as far as the future man,
- 58:29like I would love to hear from those that are still the three
- 58:33people that are still listening how we can create more value for
- 58:38you. Like what can we do in the
- 58:40community that would be valuable for you.
- 58:43And if that means more Michael comedy routines, we can we can
- 58:48make that happen. I will start charging at that
- 58:51point, so don't don't let that be the first answer.
- 58:56Ohh, that's class. Amazing look teachers I mean I I
- 59:04think you know I I'm I'm just speaking as 11 member of the
- 59:07community and and obviously been so awesome to be be in it.
- 59:12Excited about where it's where it's going toward what's going
- 59:16to happen next. Super excited about this in
- 59:18person event. I mean if you you haven't
- 59:21checked out the materials and the talks from the virtual one a
- 59:23few weeks ago you definitely should because it was pretty
- 59:26high quality. I mean it was, it was it was a
- 59:29whole thing. Thousands of people tuned in so
- 59:31big deal there. If that's any indication the the
- 59:35in person one I'm sure will be amazing.
- 59:37There we go. That's it.
- 59:39I wanna end up because this is because the vibe of the
- 59:43communities more lighthearted. I I One thing I did in prep for
- 59:46this is and I want to ask some some crowdsourced questions from
- 59:50the community so these are you'll have to field and but
- 59:56this is just shows how how how lighthearted I think the
- 59:58community is. So one of the questions Burhan
- 1:00:01Burhan mentioned and and is really curious about was.
- 1:00:05Was was becoming a caveman A deliberate choice for greater
- 1:00:08appeals of the community or an outcome of starting the
- 1:00:10community? Which is a fair question, I
- 1:00:12think. 1ST trick questions. There is no wrong answer there.
- 1:00:23And no, this is actually very tame.
- 1:00:27This is me, much more tame. You should have seen me 10 years
- 1:00:30ago when I didn't have two daughters or any
- 1:00:35responsibilities for. Fair enough, Fair enough.
- 1:00:41That's always been a part of his look and then we'll probably
- 1:00:43continue to be. So another question from Jeremy
- 1:00:46McKinnon McManus, what's the stronger hallucinogen DMT or
- 1:00:50ChatGPT? These days, I mean, I'm gonna
- 1:00:56probably go with ChatGPT. I've got it.
- 1:01:02Yeah, that. That's the right answer.
- 1:01:03That's the. Right answer actually you know
- 1:01:05what dude to Oh my God you're gonna love this.
- 1:01:08So again, a little bit of a tangent, but remember how it was
- 1:01:14like, we're gonna keep doing stupid shit and you asked what
- 1:01:17the future holds? You ready for this?
- 1:01:22I don't think you're ready for this, and I don't.
- 1:01:25I almost like, don't want to say it to give away the fun.
- 1:01:28But again, I I'm expecting there's only two people
- 1:01:30listening at this point. So here is what I plan to do
- 1:01:37potentially before the in person conference.
- 1:01:39If not we'll do it over the summer and we'll do some like
- 1:01:42summer of I think we're going to take the shittiest base model
- 1:01:46you can get. So probably like stable LM.
- 1:01:49And we're going to fine tune it so it only hallucinates and
- 1:01:55we're gonna call it mushroom GPT.
- 1:01:59Mushroom GPT. That is what we got.
- 1:02:02So there you go, Jeremy. We'll see if you can handle
- 1:02:06that. That's amazing.
- 1:02:09That is amazing. I love that.
- 1:02:10That's that's cool. That's quirky.
- 1:02:12I thought you were gonna say we're gonna do like MP's,
- 1:02:14branded mushrooms, but that's to hand out of the conference.
- 1:02:18I think this one is more, more legal.
- 1:02:20Yeah. That's amazing. kool-aid at the
- 1:02:23conference. That's where the kool-aid truth.
- 1:02:25Truth. That's.
- 1:02:26Amazing. I I look forward to that.
- 1:02:29They're just pleasure as always. This was very cool.
- 1:02:33So cool to see and hear about the story of the genesis of the
- 1:02:36community and all the fun stuff that you've done and learned.
- 1:02:40And I suspect that it will just continue.
- 1:02:42It's all uphill from here. So thank you again.
- 1:02:46Said that, I have a blast with you.
- 1:02:49Obviously that's why I keep inviting you back on here.
- 1:02:53That's. That's my third tier in
- 1:02:54interviewer. That's that's why you have so
- 1:02:57much fun with me. Like, yeah, he's probably 4th or
- 1:03:005th string. Take it.
- 1:03:02Take as long as I'm on the team, I'll take it.
- 1:03:05Even a benchwarmer gets a championship trophy at the end
- 1:03:07of it, right? Exactly, exactly.
- 1:03:12Let's look on the bright side, huh?
- 1:03:13Ohh, that is it. That's we We are part of the
- 1:03:20first the biggest Polish and Spanish speaking in in English
- 1:03:29country to community based around AIML in the mid twenty
- 1:03:3720s in the world. Alright so the largest in the
- 1:03:40world. I guess we'll we'll claim it
- 1:03:43what we. Say when we say.
- 1:03:44Also like the number 4 Lithuanian podcast on Spotify.
- 1:03:50We are. We are the number 4 tech podcast
- 1:03:55on podcast. Yeah, that's the way.
- 1:03:57Any English speaking, English speaking.
- 1:03:59Yeah. England.
- 1:04:01Yeah. No.
- 1:04:02Doubt, no doubt, yeah. Exactly.
- 1:04:04That's gonna change though. Soon enough we're gonna be
- 1:04:07getting all of the podcast dubbed with AI, AI generated
- 1:04:12voices and everything so. Very cool, man.
- 1:04:15This was. Awesome.
- 1:04:16I always have a good laugh with you.
- 1:04:17Thank you for doing it, and absolutely man humouring me on
- 1:04:20this. Pleasure.
- 1:04:21Pleasure as always, dude. Alright, see you man.