Market microstructure & data validation
Sub‑millisecond latency optimization
Real‑time data pipelines
Database systems
GPU compute & numerics
Infrastructure & reliability
Security & secrets management
Build systems & CI/CD
Formal methods & rigorous testing
Direct HFT/exchange experience