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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
218
55
32
Data Science Roadmap 2026
And why it still matters today!!!
Feb 5
•
Shirin Khosravi Jam
49
9
1:00:14
Monthly Paid Session #1: Recommendation Systems (high level overview)
Part 1 (understanding basics of RecSys)
Jan 27
•
Shantanu Ladhwe
31
2
4
Most Popular
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The Complete RAG System
Sep 5, 2025
•
Shantanu Ladhwe
and
Shirin Khosravi Jam
240
10
37
The Infrastructure That Powers RAG Systems
Aug 7, 2025
•
Shirin Khosravi Jam
and
Shantanu Ladhwe
282
35
42
Production-ready RAG: Monitoring & Caching
Sep 12, 2025
•
Shirin Khosravi Jam
and
Shantanu Ladhwe
92
36
18
Agentic RAG with LangGraph & Telegram (with Video explanation)
Nov 13, 2025
•
Shirin Khosravi Jam
and
Shantanu Ladhwe
78
8
9
The Books That Actually Matter: 8 Years of AI/ML in Production
Oct 3, 2025
•
Shirin Khosravi Jam
222
8
27
Monthly Paid Session #1: Recommendation Systems (high level overview)
Jan 27
•
Shantanu Ladhwe
31
2
4
Recent posts
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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
47
4
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
132
9
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
78
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
30
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
59
6
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
222
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
Production-ready RAG: Monitoring & Caching
Mother of AI Project, Phase 1: Week 6
Sep 12, 2025
•
Shirin Khosravi Jam
and
Shantanu Ladhwe
92
36
18
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Jam with AI
Inspired by 17+ years of real-world AI/ML events & projects
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