Senior software engineer, ~10 years. Currently building production agentic AI systems.
- Agentic AI in production. Designed and shipped a customer-facing AI assistant end-to-end — state machines, tool use, retrieval, tracing and evaluation.
- MCP servers. Built and shipped an external server with OAuth and an OpenAPI spec written for LLM consumption.
- LLMOps. End-to-end feedback systems — structured feedback capture, taxonomy, alerting, trace linkage, deduplication.
- Security for AI systems. Prompt injection appraisal, domain allowlisting, URL sanitisation, authorisation hardening on agent endpoints.
Python · Ruby · PostgreSQL · AWS · Docker



