Backend & systems
Transactional storage, consensus (Raft / 2PC), idempotent ledgers, and job orchestration in Python and Go.
Languages and tools that show up repeatedly across the portfolio — especially in distributed systems, reliability work, and backend services.
Transactional storage, consensus (Raft / 2PC), idempotent ledgers, and job orchestration in Python and Go.
Docker, PostgreSQL, Redis, and observability — built to fail predictably and be reasoned about under load.
LLM tooling, agent observability, VLM-robustness research, and ML pipelines for risk and prediction.