Real world. Hands on. Zero hype.
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You don't need 10 different projects on your portfolio. You need one deep project that proves you can design, build, and ship a production-grade AI system end-to-end.
That's exactly what we teach. Every repo here is a free, open-source, production-grade project you can learn from, fork, and build on top of.
No toy demos. No notebook-only tutorials. Real systems with real architectures.
| Repository | Stars | Forks |
|---|---|---|
| production-agentic-rag-course — Production-grade agentic RAG with Airflow, LangGraph, vector search, monitoring & more | ⭐ 3.1k | 🍴 845 |
| beginner-local-rag-system — Beginner-friendly local RAG system for getting started with retrieval-augmented generation | ⭐ 315 | 🍴 134 |
We build in public. Explore our code, learn from it, contribute to it.
Shirin Khosravi Jam — Sr. Data Scientist & AI Engineer · 8+ years in production AI/ML · AI Agents, RAG, RecSys, Data Science, Customer Analytics, Marketing Modeling, Reinforcement Learning, MLOps · LinkedIn
Shantanu Ladhwe — Head of AI/ML · 10+ years building & leading AI/ML teams · Search, RecSys, RAG, AI Agents, MLOps · LinkedIn
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"No slides-only theory. No bed-time stories. Just hands-on, production-grade AI/ML."
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