- Frontend: React, TypeScript, Tailwind CSS
- Backend: Python, REST API, containerised workloads
- AI/ML: LLM APIs (Anthropic, OpenAI etc.), advanced RAG (hybrid retrieval, query expansion, reranking), agent frameworks & multi-agent orchestration with tool calling, knowledge graph construction
- Infra: GCP, Postgres/pgvector, Queues, Redis, CI/CD pipelines, observability basics
- Mindset: documentation-first, test where it matters, ship and iterate
- You treat evaluation as part of the feature. You are uncomfortable shipping a verdict you can't trace.