I build practical and experimental software across data, AI, and systems. From neuro-symbolic reasoning engines and acoustic protocols to small tools that explore unusual interfaces.
Core stack: Python · Rust · Mojo · SQL
Focus: Data engineering · Machine learning · Neuro-symbolic AI · Systems experiments
- Esper — a bare-metal neuro-symbolic reasoning engine in Mojo exploring Nested Learning, evolution strategies, and held-out evaluation on ARC-AGI 2.
- ByteWaves — a tested Python acoustic modem with MFSK modulation, Reed–Solomon error correction, adaptive equalization, and CI.
- Amountomatic — an early-stage HCI research project for comparing monetary input methods, currently built around a token-tally prototype and documented experimental design.
- Joyboard — a published Python tool that turns a game controller into a compact, chord-inspired keyboard interface.
- Comma Sequence — a Rust implementation of the integer sequence OEIS A121805.




