sanchay thalnerkar
i build agents, i automate work, and i build and train models.
dotminds · first real codebase. frontend intern. react and react native.
acmegrade · first ml internship. data cleaning, classical models, a lot of pandas.
creative finserve · django apis and a crm for a finance firm.
creative finserve · data science intern.
- ai intern
then i learned in other peoples rooms.
ai intern at intel.
then one of them counted.
first in ai/ml, for a model that scores how easy a document is to read. the judges did not know me.
6+ hackathons, most on no sleep. a writing coach, an audiobook maker, a smart home agent, a parking spot finder.
lablab.ai · tutorials for people learning what i was. llama 3, groq and gpt-4o builds, written up.
two papers published.
x · one thread, read by 1.8m people. what a reasoning model does with a chess board.
then the work got real.
bank statement engines and fraud checks for a fintech in india. a wrong answer costs someone money, so i measure before i trust.
now, a fleet of agents.
they write most of the code. i decide what is worth writing, and check what comes back.
so i turned to agents and automation. first i automated my own work, then other peoples. now i run fleets of coding agents every day. they write most of the code, i decide what is worth writing and check what comes back.
right now i build ai booking and automation systems for clinics and businesses, from a hearing clinic group in australia to a fintech in india. one person, working like a team.
three things i build.
one person, working like a team.
built in mumbai, for teams in san francisco, dubai and sydney
right now
building ai booking systems for hearing clinics in australia, with a fleet of coding agents doing most of the typing.
every build, and how to check itevery build, and how to check itblogs
- my agents write the code. here is what i still do myselfoct 2026a fleet of coding agents does most of the typing now. the deciding, the checking and the saying no are still mine.
- the boring work is where the money issep 2026clinic bookings and bank statements taught me more about ai than any demo. nobody brags about them, everybody pays for them.
- the o1 chess thread, and what it showedjan 20251.8m people read it. what a reasoning model does when you hand it a board and get out of the way.



