AI Engineer

- Design and implement intelligent agents and workflows using frameworks like LangChain, LangGraph, or similar technologies.

- Engineer sophisticated multi-step workflows incorporating tool calling, structured outputs, state management, memory systems, and dynamic loops.

- Develop robust RAG systems including embeddings, vector search, retrieval optimisation, and intelligent reranking.

- Build comprehensive evaluation frameworks to assess accuracy, reliability, latency, and cost efficiency.

- Establish production-ready observability, guardrails, logging, and error handling mechanisms.

- Own the end-to-end journey of AI solutions from initial prototype to full-scale production deployment.