projects.

A curated selection. Not everything, just the work I want to show.

01Ace

2026

An end-to-end ML system that predicts ATP/WTA tennis matches, finds games the betting market has priced wrong, and runs the whole loop — data, model, value detection, bankroll tracking — unattended. Built solo, front to back.

  • Python
  • XGBoost
  • FastAPI
  • Next.js
  • Data Engineering
  • ML

02CrateDigger

2025Open-sourcing soon

A cross platform program for music track metadata organization. Special capability - automatically populates track metadata using audio fingerprinting. I ran it as a SaaS before shutting it down; now open-sourcing it.

  • Python
  • Audio DSP
  • Supabase

03AFTHE Labs

2026Rebuilding

My data company. Python pipelines aggregate 3.8M+ public records from 16 government sources — via APIs, undocumented endpoints, and browser automation — into one normalized schema served through clean REST APIs.

  • Python
  • FastAPI
  • PostgreSQL
  • Data Engineering
  • ETL

04MetaTrader Expert Advisors

Automated trading algorithms (Expert Advisors) written in MQL for MetaTrader — built before generative AI was public, back when I was teaching myself to code by shipping things that had to actually work.

  • MQL
  • MetaTrader
  • Algo Trading