Summary
James Thatcher is a Principal AI Engineer with nine years' experience building lean, outcome-driven AI and cloud-native systems that bridge management consulting insight and hands-on software engineering. He designs and ships agentic LLM-driven offensive security products and high-throughput streaming platforms—most recently architecting an external attack surface visualiser with subsecond latencies and leading an agentic vulnerability discovery system. Previously he scaled NHS-focused NLP and ML MVPs into production at PwC, founded internal MLOps capabilities for Jenkins X, and combines strong DevSecOps discipline with a knack for pragmatic research-to-production tradeoffs. Colleagues describe him as results-oriented and intellectually rigorous, who also cultivates positive team dynamics while mentoring engineers in Go, Kubernetes and ML. Outside work he channels the same focus into competitive archery, CrossFit, Krav Maga and bouldering, which he credits for sustaining his problem‑solving stamina.
9 years of coding experience
8 years of employment as a software developer
Machine Learning, Machine Learning at University of Cambridge
MSc, MSc at University of Bath
Deep learning, Artificial Intelligence, Deep learning, Artificial Intelligence at Udacity
Global Residency, Global Residency at Tsinghua University