Skills & Tools
Focused list of technologies I use to design, build, ship, and refine products. Emphasis on depth where it matters and breadth where it accelerates delivery.
Core languages & types that underpin most of my work.
Frameworks, runtimes & protocols for delivering features end‑to‑end.
Workflow, source integrity & iterative delivery practices.
Foundational ML + emerging GenAI & NLP tooling.
Querying, modelling & analyzing structured / unstructured data.
Practical interface design and collaborative tooling.