AI engineer · Systems thinker
I build useful systems from complex ideas.
I'm Jack, a language-agnostic AI engineer focused on intelligent workflows, product systems and difficult technical problems. I choose the tools that fit the work, then turn ambiguity into dependable software people can actually use.
What I do
Across the whole system.
I'm most useful where product thinking, technical depth and messy real-world data meet.
AI engineering
LLM applications, agentic workflows and model-powered tools designed around measurable, real-world outcomes.
Product engineering
Web applications and product experiences shaped from the interface through to the underlying architecture.
Systems & backends
Reliable APIs, integrations, data pipelines and infrastructure designed for real operational constraints.
Selected work
Products built for real operations.
Working set
Tools, interests & places to follow.
A compact view of what I build with, what keeps me curious and where I share the work.
Beyond the screen
Good software starts with a wider world.
Technical toolkit
Tools follow the problem.
A pragmatic mix of typed application development, data systems, cloud platforms and automation.
Intelligence
Applications
Data & delivery