hi, i'm thomas _

> Research Engineer & AI tinkerer

building intelligent systems and product tools. currently working across agent infrastructure, AI evaluation, social publishing, and local discovery.

selected work

what i'm building

AI-assisted social publishing workspace

Map-first guide to London tech events

LLM evaluation and benchmarking tooling

Desktop workspace for coding agents

writing

A practical evaluation loop for a writing-voice fine-tune.

How I approach reliable LLM evaluation for real-world tasks.

Using AI to interpret demand across different data sources.

research & conversations

Co-author · arXiv 2026