Work
Selected case studies from two decades of building and scaling engineering organizations.
Building an Engineering Organization from Scratch
Built and led the engineering team at a digital health platform from early stage through acquisition by DocGo.
Scaling a Platform from 500 to 100K Concurrent Users
Led the backend engineering effort to scale a real-time social platform through explosive growth while maintaining reliability.
LLM-Powered Document Processing Pipeline
Eight-week advisory engagement taking an LLM-based document processing system from prototype to production, with evaluation frameworks and hallucination guardrails.