surya

surya

and his ramblings in the void

hi, i’m surya 👋

i’m an engineer who writes about infra, ML finetuning, and whatever rabbit hole i’ve fallen into this week.

I write all my blogs by hand.

currently at oxen.ai building lightning-fast version control and model finetuning. i publish under my full name, suriya ganesh ayyamperumal.

i like meeting new people — say hi at suriyaganesh097 at gmail.com 🙂

the usual

📚 books i’ve read / am reading

📜 essays

🧑🏻‍🏫 readlog

🛍 todo

you can find the table of contents here

opinions i’ll defend

  • pessimism is defaulting to laziness. optimism is the harder, rarer skill.
  • affordances for agents will be inherently different than affordances for humans.
  • it is better to copy paste the relevant code, instead of loading a library / framework for it.

the full list of takes, bets, and things i was wrong about is here 🌶

updated on Jul 11, 2026

recent posts

always smile

It's the only thing that keeps you in the game

one hundred days of fatherhood

How it has been and how I want it to be.

memetic transfer

The ecosystem of information exchange, and the attention economy.

the great shrinkening

literary length and the shrinking of attention span

the book of elon

Eric Jorgenson

binaries and postgres

Can you just store binaries in postgres?

cloud intro

an intro to cloud for non-software-engineers.

rl, in pictures and videos

A walk through what is possible with RL drones beating world champions, robots balancing on yoga balls, AIs that paint, fusion reactors, and the ad you saw last Tuesday.

i thou

Martin Buber

recursions

notes on working with recursions and how to use them better

More Recents...
a quote i like

Focus is about saying no, no and no. ― Steve Jobs (clip , full talk )