From Manual to Machine: Building a Production-Ready AI Grading System | 19th Feb 2026
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How Colaberry Interns Turned Structured Logic into Real-World Automation
In this episode of the Colaberry AI Podcast, we explore a powerful hands-on internship project at the Colaberry School of Data Science & Analytics, where students developed a production-ready automated AI grading system.
What began as a slow, manual evaluation process was transformed into a scalable workflow by integrating Python-based logic with OpenAI’s language models. Instead of relying on AI alone, the interns designed a structured orchestration system that validated inputs, applied deterministic…
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