work

i choose to work on problems that teach me or work with people who teach me, sometimes both. i studied physics and molecular biology at mipt and graduated with honors. after bachelor's i had a short academic stint at duke university, then moved to silicon valley. earlier in life i had solved lots of olympiad math problems.

entrepreneurship

simpler rl for builders with atoms (unannounced)api for human preference data (2023)non-invasive glucose monitor (2021)pooling reevaluation events to provide liquidity in venture capital

professional

1st ml/ai engineer @ yc company building decision-making on unstructured time seriesproduct manager, ai @ applied materialsml scientist, traumatic brain injury research@ dukeintern @ mckinsey

hacks

new! benchmark for AI physicist: teorminimumeval.com
ion trap
llms for theorem proving and Turing Hall
ai data-scientist for scRNA seq and Solv Labs

more hacks

silent speech recognition with emgbased soraThree Broomsticks' "shrunken head"agents uxagents plugin for chatgpt"Mr. Beast" botCreate a colony of bioengineered slugs and compete with an opponent to overtake the worlds"Hinge" but with video generation to preview vibesMake music with any object in the world using SAM and Music GenExploring multivariable calculus math on LLMsfine-tuning Llama/CodeLlama modelsAn app to visualise change of location submitted through Garmin inReach satellite phone so that my friend Ro would not get stranded in AlaskascRNA-seq benchmark for your AI coding agentA simple tool that helps consume and understand a large corpus of materialRepo for misinformation hackathon using LLMs, category theory, ologsA simple af tool to get a relevant df right into your jupyter notebook based on LLM agents with searchA bot that calls some business and chats until it gets an answer to some questionLearning biotech domain helpfulness reward model for RLHFA simple portal to submit human preference data for expert reward modelingPersonal tool to ask any webpage a question and get an answerA personal map to add and discover new experiences when moving to a new townHigh performance implementation for Monte Carlo *Code* Tree Search with LLMsHands free control over what's happening on your screenSome practice code for python ML demos library GradioGrounding LLMs in mathematics to better understand realityAn autonomous agent that does all the boring work in your biotech research routinetelegram bot that suggests replies with gif memesA personal tool to keep track of any links, texts, profiles, places you want to saveData-sources useful for OpenAI to Z challenge wrapped into MCP servers and available for allSelf-implementation of classic or new RL algosCron job to monitor google spreadsheets for new entries according to some sentiment using LLMsA fluid dynamics simulator to calculate how hard it is to hold on during tornado using neural operators (NOs)

linkedin