Made It to Gold in the WorldQuant Challenge
I reached Gold level in May 2026. A small update, and the certificate to go with it.
Writing & project notes
Projects, research, and the occasional milestone. A record of what I’ve been learning and building.
Rebuilding a Midnight FX Scalping Bot from Old Trade Logs
Reconstructing an FX trading strategy from historical trades, with a closer look at execution and risk controls.
Building a Regime-Aware DCA Strategy
Researching a dollar-cost averaging approach that adjusts to market conditions, with a focus on small and mid-cap stocks.
Building AI Portfolio Analytics
A full-stack application combining portfolio calculations, interactive charts, and AI-generated explanations.
Hashnut: A Closer Look at Crypto Wallet Design
A comparison of crypto wallet features and a set of proposed improvements for Hashnut.
Mapping Global Artist Collaborations on Spotify
A network analysis of artist collaborations and the patterns connecting music across countries.
Predicting Used Car Prices with Regression Models
Comparing regression approaches for predicting car prices in the US market.
Stock Price Forecasting with Time Series Models
An exploration of time series methods for stock price trends and their forecasting limitations.
PageRank on an Evolving Network
A reproduction study examining how PageRank behaves as a network changes.