At Studypool, I've rebuilt core document services in Rust, Redis, S3, and pdfium, more than doubling throughput while reducing infrastructure cost. I also shipped a render service with Prometheus, Loki, and Grafana observability that removed a scaling bottleneck, and became a top contributor to the core Laravel API.
I build production systems end to end: Huginn’s Postgres-only video-intelligence pipeline and MCP server, a live trading engine validated through golden-fixture replay, and syscall-level sandboxes for coding agents. I document architecture through ADRs and use contract testing, quality gates, and observability to make distributed systems and AI-written code dependable.
