Isolate the thing that varies.
I build systems where the part guaranteed to change — a TTS model, a market venue, a clock — sits behind one interface, so everything above it cannot tell the difference. Currently tech lead for platform observability at Capital One (5,000+ applications) and founder of PrimeMaxing. Each page here answers four questions, in order: what was the problem, why was it hard, what I decided, and what happened.
The work
- PrimeMaxing 2024– · founder · in pilot AI-driven blood biomarker analysis for clinics and patients — architecture built so patient data can never leak into the parts that don't need it.
- Crypto Arbitrage Trader multi-exchange trader · live demo · paper only A multi-market cryptocurrency arbitrage trader spanning Coinbase, Kraken, KuCoin and Binance, which searched three-way cycles to find edge where single-pair detectors found none — with a live order-book monitor as an interactive demo.
- Algo OMS python · production path · simulated replay An order-management system whose backtest runs the production event path — replayed here bar by bar, so you can watch a signal become an order, the state machine advance, and the fill land where the strategy could not see.
- Echo personal infra · in daily use Batch-generate narration locally on a GPU, timestamp it for follow-along highlighting, and stream it anywhere through a small password-locked reader.
- Observability at Capital One 2025– · tech lead · 3 teams, 18 engineers OTel pipeline at 100–300 TB/day, a monitor migration that deleted 99.97% of the monitors, and an AI incident-analysis platform that halved resolution time.
- Plexus Hive Mind · in progress design stage · personal + team infra A per-person daemon that reads your email, messages and Claude Code sessions on a schedule, writes a private Obsidian vault only you see, and publishes the project docs your teammates read — with the boundary between the two enforced by provenance rather than by a model's judgement.
- Contract work Centennial Labs · Woodford House Lab-result triage under the COVID surge, and an 18.7 GB corpus analysis for a school productising its mentoring programme.