Builds

The spec and the build, from one person.

2,253 commits across 12 repositories since March 2026, built personally with AI coding agents, most of them private.

Read from each repository's git history on 1 November 2026. With AI agents, a commit shows activity and not hours typed.

HawkNest website and back office

The public website and the admin and CMS behind it.

Decision: Role-based access, designed to let landing pages, content and reporting ship without an engineering queue.
Proof: Built personally with Claude Code.
Status: Live, UniHawk

A white-label form builder.

Decision: Each account brands its own forms, so separation had to be provable. Automated tests check that one account cannot read another's data.
Proof: A load test of 10,000 simulated visitors lost no submissions. Billed database operations per visitor cut by about half.
Status: Live, self-directed

An interactive WebGL globe of the world's news.

Decision: Hover over a nation to read its top story, drawn from public news feeds.
Proof: The code is public.
Status: Live, public code, self-directed

A closed-form continuous-time liquid neural network in PyTorch that scores incoming risks in real time.

Decision: Tested against an adaptive adversary rather than a fixed script, with a configurable human approval step.
Proof: The adversary selects among nine strategies and learns across runs.
Status: Live research build, self-directed

A mobile app built solo in Flutter and Supabase.

Decision: Six languages from the start, with push notifications and an annual subscription.
Proof: In closed testing on Google Play.
Status: In closed testing on Google Play

A consumer app for discovering events, meet-ups, restaurants and leisure activities.

Decision: Owned the ticket purchase and payment flow.
Proof: Delivered at Augend Tech, with a curated feed, search with filters, distance-based listings and chat.
Status: Client project, Augend Tech, 2021