jamwithai

Build Production AI/ML Systems That Actually Ship.

*Real world. Hands on. Zero hype.*


330K+ community · 40K+ subscribers · 50+ articles · 170+ countries

---

The Philosophy

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.

---

Open Source

| Repository | Stars | Forks |
|---|---|---|
| production-agentic-rag-course — Production-grade agentic RAG with Airflow, LangGraph, vector search, monitoring & more | ⭐ 5.6k+ |
| beginner-local-rag-system — Beginner-friendly local RAG system for getting started with retrieval-augmented generation | ⭐ 300+ |

We build in public. Explore our code, learn from it, contribute to it.

---

Who We Are

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

---

Learn With Us

• Newsletter — 40,000+ engineers get free weekly production AI/ML content: jamwithai.substack.com
• Website — Courses, roadmaps, and deep dives: jamwithai.dev
• YouTube — Video walkthroughs and system breakdowns: @jam-with-ai
• LinkedIn — Daily insights: jamwithai

Trusted by engineers from Uber, Airbnb, Meta, Microsoft, Amazon, Shopify, Reddit, Apple.

---

> *"No slides-only theory. No bed-time stories. Just hands-on, production-grade AI/ML."*

Made in Germany 🇩🇪

Collapse