Data & AI engineer at McKinsey & Company, based in the NY/NJ area. Five years spent making organizational data usable — the pipelines and systems everything else quietly depends on.

→ The full story lives at kkirubakaran.com

This is my public workshop. I'm building a series of small, honest experiments where AI meets the questions I keep circling — each one shipped as its own repo, numbered as I go:

• exp-01 … — landing soon. Watch this space.
• field-notes — coming later: a curated notebook of prompts, build notes, and ideas worth keeping.

The rule here is receipts over claims. Fewer projects, honestly documented, over a wall of forks and tutorials. If a repo is pinned below, it's because I think it earns your two minutes.

• Pipelines that hold — moving data from raw and messy to clean and usable, reliably.
• AI that ships — taking workflows from "interesting demo" to something that runs in production and earns its keep.
• Translation — sitting between the business question and the engineering answer, speaking both.

Usually near a trailhead. Currently reading Meditations. I think a lot about what the engineering is for — that part shows up in the work, not in manifestos.

• Hiring? → kkirubakaran707@gmail.com
• Want to talk shop? → Book a chat

Or find me on LinkedIn.

_{Every map is an argument about what matters. This one's mine.}