Singh Labs

AI tutorials work—until you try them on your own codebase. 

On this channel, I’ll show you how to make AI actually work!

I'm Manpreet Singh. Six years of machine learning, then the production
stuff — agentic RAG over 75,000 lines, agents running inside a US
enterprise, multi-tenant platforms that can't leak one client's data into
another's. Somewhere in there I started writing open-source tools to catch
AI reporting success while doing absolutely nothing.

This channel is that job, on camera. Same builds, same tools, same 2am.

What you'll get:

* AI agents and RAG — built on screen, not explained on a slide
* Claude Code, ChatGPT, Cursor. Used properly, not demoed
* Python, ML and data science, minus the theory you don't need yet
* New AI tools, tested before I say anything nice about them
* Careers in AI, answered like a person and not a brochure

No "this changes everything." Half of it doesn't. I'll tell you which half.

Free tools and write-ups → singhlabs.dev