Dec 2025 - Present
Backend Engineer (Contract)
Stealth startup, US (remote)
Backend and infrastructure for a pre-formation US startup, owned end to end. The product is under NDA, so this stays at the stack and work level.
- Architected and deployed the core backend infrastructure from scratch: Rust (Actix-web), Railway, PostgreSQL and Cloudflare R2.
- Designed the Tauri desktop app in Rust and TypeScript to render complex 3D scenes and 2D images, targeting 60 FPS.
- Evaluated and integrated ML models in Python for complex sub-problems, optimizing accuracy with agentic AI (Claude, OpenCode).
- Redis queues driving an event-driven architecture.
- Designed an ML benchmark and accuracy-measurement tool in 4 days to compare pipeline speed and accuracy across versions, driving a throughput improvement.
- Hosted the end-to-end stack on local dev environments with Bash, Docker and Compose across Linux and macOS, cutting dev-hosting costs.