LeadershipEngineering org design, scaling teams through managers, hiring and coaching, distributed/global teams
AI-native engineeringMulti-agent systems, RAG, MCP, tool/function calling, vector search; AI coding tools; adoption enablement & governance (NIST AI RMF)
Platforms & scaleEvent-driven and near-real-time systems, Kafka, Spark/EMR, sub-second retrieval, high availability, observability
CloudAWS, serverless, containers/ECS, CI/CD, FinOps/cost optimization
AI stackAnthropic Claude, Claude Code, Cursor, MCP, RAG, vector search (Zilliz), BigQuery/Looker
Hands-onPython, TypeScript/React, SQL
Regulated & secureSOC 2, HIPAA/CLIA, regulated financial data
Product & commercialUnit economics, roadmaps, cross-functional partnership