A spin-off from my interest in prediction markets, I did research evaluating AI capabilities in forecasting real-world events, as well as building my own model harness to improve those capabilities; in the end the model outperformed superforecasters (although on a independent subset of questions!)

I saw likelihoods on prediction markets like Polymarket and Kalshi move up and down with no real explanation as to why, there was no information layer, so I made a trading terminal for prediction markets with real-time news feeds, smart market discovery, and advanced analytics. It was later acquired!

I collected a huge dataset of real people through scraping online information at scale, so I decided to build a semantic search engine for finding people using natural language queries. Instead of traditional keyword matching, you can search for people by describing what you're looking for in plain English.

I noticed that people were moving away from Google when asking for help finding a product, so I decided to make a SEO platform for getting your brand recommended by AI models like ChatGPT. Analyzes how likely your brand is to be suggested when someone asks AI for product recommendations in your category.

I built a simple CLI crypto sniper bot and spent weeks optimizing it down to sub-second execution. I leased it out privately to a group of 20 members, and collectively we pulled in over six figures that summer.