Agent Ops in the Real World

How you should run AI Agents in Production

Mar 5 • Shantanu Ladhwe and Shirin Khosravi Jam

33

5

February 2026

Data Science Roadmap 2026

And why it still matters today!!!

Feb 5 • Shirin Khosravi Jam

61

16

January 2026

Monthly Paid Session #1: Recommendation Systems (high level overview)

Part 1 (understanding basics of RecSys)

Jan 27 • Shantanu Ladhwe

36

2

4

1:00:14

The 2026 Roadmap: Production AI/ML Systems

AI Agents, Advanced RAG, NLP, RecSys, MLOps + Weekly Community Sessions

Jan 21 • Shantanu Ladhwe and Shirin Khosravi Jam

50

5

7

December 2025

Reinforcement Learning in Finance: From Bellman Equations to Deep Q-Networks

Real-world Reinforcement Learning project: Part 1

Dec 4, 2025 • Shirin Khosravi Jam

54

7

12

November 2025

How to Start with AI Engineering in end of 2025

A Clear, Practical Hands-on Roadmap

Nov 21, 2025 • Shantanu Ladhwe and Shirin Khosravi Jam

135

8

25

Agentic RAG with LangGraph & Telegram (with Video explanation)

Mother of AI Project, Phase 1: Week 7 (Advance series)

Nov 13, 2025 • Shirin Khosravi Jam and Shantanu Ladhwe

80

8

9

19:28

The Advanced AI/ML Engineering Path

Excel as an AI/ML engineer in 2026

Nov 6, 2025 • Shantanu Ladhwe and Shirin Khosravi Jam

31

15

7

October 2025

The Future is Local Sovereign AI

I Built 4 Big AI Projects in One Weekend, All Locally!

Oct 19, 2025 • Shirin Khosravi Jam

61

5

10

The Books That Actually Matter: 8 Years of AI/ML in Production

10 books that solved my hardest production problems

Oct 3, 2025 • Shirin Khosravi Jam

224

8

27

September 2025

How to pass AI/ML System Design Interview

A practical playbook to pass (RAG chatbot edition)

Sep 27, 2025 • Shantanu Ladhwe and Shirin Khosravi Jam

108

19

Production-ready RAG: Monitoring & Caching

Mother of AI Project, Phase 1: Week 6

Sep 12, 2025 • Shirin Khosravi Jam and Shantanu Ladhwe

93

36

18