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Production RAG project
Monthly Walkthrough (PAID)
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The Mother of AI project
A real world hands-on AI project series
Jul 30, 2025
•
Shantanu Ladhwe
and
Shirin Khosravi Jam
228
57
33
Agent Ops in the Real World
How you should run AI Agents in Production
Mar 5
•
Shantanu Ladhwe
and
Shirin Khosravi Jam
33
5
Data Science Roadmap 2026
And why it still matters today!!!
Feb 5
•
Shirin Khosravi Jam
61
16
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The Complete RAG System
Sep 5, 2025
•
Shantanu Ladhwe
and
Shirin Khosravi Jam
242
10
37
The Infrastructure That Powers RAG Systems
Aug 7, 2025
•
Shirin Khosravi Jam
and
Shantanu Ladhwe
283
36
42
Production-ready RAG: Monitoring & Caching
Sep 12, 2025
•
Shirin Khosravi Jam
and
Shantanu Ladhwe
93
36
18
Agentic RAG with LangGraph & Telegram (with Video explanation)
Nov 13, 2025
•
Shirin Khosravi Jam
and
Shantanu Ladhwe
80
8
9
The Books That Actually Matter: 8 Years of AI/ML in Production
Oct 3, 2025
•
Shirin Khosravi Jam
224
8
27
Monthly Paid Session #1: Recommendation Systems (high level overview)
Jan 27
•
Shantanu Ladhwe
36
2
4
Recent posts
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1:00:14
Monthly Paid Session #1: Recommendation Systems (high level overview)
Part 1 (understanding basics of RecSys)
Jan 27
•
Shantanu Ladhwe
36
2
4
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
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
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
19:28
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
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
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
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
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Jam with AI
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