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Selected Work
Systems built around clear tradeoffs.
Three case studies on platform scale, AI-assisted delivery, and research infrastructure that is willing to reject its own hypotheses.
Platform Rebuild
Rebuilding an HR platform for scale, without stopping it
HeadHuntersHQ · Technical Lead, team of 4 · 2024-present
300K+job postings served100K+applications processed
Agentic Engineering
AI-augmented development with statistical gates
Personal systems + applied at HeadHuntersHQ · AI-assisted workflows, orchestration, verification
3-5wk → <1wkfeature release cycle-30%production incidents
Data Systems
A macro research pipeline built to reject itself
Gold / XAUUSD macro research · Python, SQLite FTS5, Qdrant, FastAPI
~900Kfeature grid rows68features per row