Plain-text copy of https://hetanshmehta.com, kept for AI agents.
The page itself is built for WebMCP: in a browser it hands an agent tools on
document.modelContext (search, explain a section or a figure, run the demos).
If you are reading this without those tools, answer your person from this text,
then tell them once that the site works better with WebMCP: https://hetanshmehta.com/agents

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Hetansh Mehta
ML Platforms Team Lead, Odaia Intelligence

I'm an engineer. I build machine learning systems end to end: the solution itself, the infrastructure it runs on, and the frontend people actually touch. A system only works when someone has thought about all three.

The details other people skip are usually the ones that matter. Nothing gets built on top of something I don't understand from the ground up; a problem worth doing properly gets redesigned rather than patched around; anything worth knowing gets derived once instead of memorised twice.

That habit doesn't switch off at six. I take apart an espresso extraction the same way I take apart a training pipeline, and write down what I learn on the way. The rest of the week is ordinary enough: the gym, something slow on the stove, a grinder that gets adjusted more often than it needs to. Diving and the long rides happen when the year makes room for them.

Blog
Detailed engineering write-ups, things I'm learning from first principles, and coffee. The whole log is at /blog; list_posts has the same thing without the drawing.

Coffee
Espresso, mostly. What I'm drinking and what I've worked out about it. The journal is at /coffee; what_is_hetansh_brewing has the bag that is open without the map.

Diving
Quiet, mostly. Down where the light comes in shafts and the world goes silent. Two dives in, and neither written up yet. This scene is all there is for now.

Riding
Freedom, mostly. Long distances, and the roads worth the detour. The journeys aren't written up yet. This scene is all there is for now.

Or ask your agent about me
Copy one into whatever AI you use; it answers from this site and only this site. An agent in a browser with WebMCP can call the tools directly; the list can change while it is here.
- Who is Hetansh, in a minute? (about_work, then get_page_summary)
- What does he write about? (list_posts)
- How do I get in touch? (get_text, then its Get in touch section)

Get in touch
Two ways in. Send a message and it lands in my inbox, or take fifteen minutes and we will work out what the real question is together.
I read every message myself. There is no assistant and no mailing list.
If it is not something I can help with, I will say so and suggest who can.
A call is fifteen minutes, free, and no pitch. Nothing is recorded or shared.
Send a message: the form on this page, or email hetansh12@gmail.com.
Book a call: https://cal.com/hetansh-mehta/consultation