atul kanodia presents

just a little further

one little push.

a small jump to...
PYTHON DATA PIPELINES

tube reliability leaderboard

ranks tube lines using live rating history, like chess elo. made for quantihackathon.

commute cost optimiser

i commute a lot. this tool finds us the cheapest train combos.

RESEARCH

quant research & backtesting

automates academic research scraping and forward-testing market ideas in python. i fiddle with all kinds of markets.

a claude minion
agent and skill i made.

STATISTICS

poe economy scraper

scrapes path of exile's virtual economy through rotating proxies, logging profit and risk statistics. i like optimising small things.

.NET + OBFUSCATION

smoothtato

my pc sucked so i made a graphics changer app to boost performance and customise visuals in path of exile. few hundred users saving fps and lookin' fly.

STATISTICS + COACHING

deadlock statistical analysis

top 100 deadlock player. optimised my gameplay using conditional probability analyses to maximise winrate. used data to help coach 7 players.

HARNESS ENGINEERING

baxter

i love discord so i turned it into an llm harness. the bots scope, schedule, execute and verify.

REVERSE ENGINEERING + IDA

botato

path of exile route optimisation and combat automation. end-to-end. going public soon™.

LOW-LATENCY INFERENCE

halo

ai powered meeting assistant. uses personal context to provide contextualised answers.

AUCTION STRATEGY

the hardware hunt

python + codex pipeline weighs up fees, taxes and margin to optimise auction flipping. tbh i just want spare computer parts.

off the clock