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

10 books that solved my hardest production problems

17 hrs ago • 

Shirin Khosravi Jam

61

2

September 2025

How to pass AI/ML System Design Interview

A practical playbook to pass (RAG chatbot edition)

Sep 27 • 

Shantanu Ladhwe

 and 

Shirin Khosravi Jam

72

Production-ready RAG: Monitoring & Caching

Mother of AI Project, Phase 1: Week 6

Sep 12 • 

Shirin Khosravi Jam

 and 

Shantanu Ladhwe

77

31

The Complete RAG System

Mother of AI Project, Phase 1: Week 5

Sep 5 • 

Shantanu Ladhwe

 and 

Shirin Khosravi Jam

174

8

August 2025

Chunking strategies and Hybrid RAG system

Mother of AI Project, Phase 1: Week 4

Aug 28 • 

Shirin Khosravi Jam

 and 

Shantanu Ladhwe

39

4

The Search Foundation Every RAG System Needs

Mother of AI Project, Phase 1: Week 3

Aug 21 • 

Shirin Khosravi Jam

 and 

Shantanu Ladhwe

56

4

Bringing Your RAG System to Life - The Data Pipeline

Mother of AI Project, Phase 1: Week 2

Aug 14 • 

Shirin Khosravi Jam

 and 

Shantanu Ladhwe

55

13

The Infrastructure That Powers RAG Systems

Mother of AI Project, Phase 1: Week 1

Aug 7 • 

Shirin Khosravi Jam

 and 

Shantanu Ladhwe

202

31

July 2025

The Mother of AI project

A real world hands-on AI project series

Jul 30 • 

Shantanu Ladhwe

 and 

Shirin Khosravi Jam

163

34

March 2025

Getting Into Data Science Today? Here’s a Simple Framework you should follow.

From my personal experience!

Mar 24 • 

Shirin Khosravi Jam

47

4

February 2025

Building an End-to-End FAQ Chatbot with Continuous Training & Deployment: Pre RAG Era

My side project from 2019!

Feb 27 • 

Shantanu Ladhwe

44

4

The Classical NLP Techniques That Still Matter Today

From BoW to Transformers: A dive into the techniques I’ve experimented with before the LLM revolution

Feb 25 • 

Shantanu Ladhwe

 and 

Shirin Khosravi Jam

18