7+ years of professional software engineering with Python; strong grasp of concurrency (asyncio), testing (pytest), and performance optimization.
3+ years building LLM applications in production: RAG, tool‑calling, agents, prompt engineering, model evaluation.
Proven experience with LangChain/LangGraph/LlamaIndex, OpenAI/Anthropic APIs, embeddings, and vector databases (FAISS/Pinecone/Chroma).
Backend expertise with FastAPI, REST/GraphQL, SSE, and microservices architecture.
Containerization and orchestration: Docker, Kubernetes; CI/CD with GitHub Actions/Jenkins.
Hands‑on with observability for GenAI (LangSmith, AgentOps, Fiddler) and traditional logging/metrics.
Solid understanding of AuthN/AuthZ, API security, and data protection/compliance.
BS/MS in Computer Science or related field (or equivalent experience).
