Shows / Deep End Era. Engineering with Sankalp
Deep End Era. Engineering with Sankalp
Long-form engineering, computing and mathematics. Created by Sankalp Thakur. A Transient Labs production. Website: https://transientlabs.ai/the-deep-end GitHub: https://github.com/sankalpsthakur X: https://x.com/sankalpsthakur LinkedIn: https://www.linkedin.com/in/sankalpthakur/ Hugging Face: https://huggingface.co/sankalpsthakur Scripts: Claude Opus. Synthetic narration: Edge TTS (episodes 1–96) and Kokoro, credited per episode. Reviewed, listened to and approved by Sankalp Thakur.
Episodes
Deep End Era. Engineering with SankalpThe Story of Hashing
A hash function looks small, but it sits underneath databases, caches, security and distributed systems. Trace hashing from early lookup tables through…
Deep End Era. Engineering with SankalpSpectral Graph Theory
Can you hear the structure of a network? Represent a graph as a matrix and its eigenvalues begin to reveal connectivity, bottlenecks and patterns that are…
Deep End Era. Engineering with SankalpReservoir Engineering
Reservoir engineers make decisions about a system they cannot directly see. Begin with porosity, permeability, saturation and fluid behavior, then connect…
Deep End Era. Engineering with SankalpQuantum Error Correction
How can a quantum computer correct an error without simply copying or reading out its quantum state? The episode builds from qubits and decoherence to…
Deep End Era. Engineering with SankalpWell Integrity
A well must contain pressure for its entire working life, even when its most important barriers cannot be seen. This episode examines casing, cement and…
Deep End Era. Engineering with SankalpGPU Hardware Design
Why can a powerful GPU still spend much of its time waiting? Start with latency versus throughput, then look inside threads, warps, streaming multiprocessors…
Deep End Era. Engineering with SankalpIndustrial Networks and OT Security
A measurement leaves an industrial instrument and travels toward an operations screen. An attacker may follow the same route. This episode connects the network…
Deep End Era. Engineering with SankalpEUV Lithography
Follow a photon through one of manufacturing's most demanding machines. This episode traces extreme ultraviolet lithography from its long development history…
Deep End Era. Engineering with SankalpDistributed Databases
What happens when two machines disagree about the same record? Follow a database from a single reliable ledger to a system spread across many machines and…