AI product, operations, compliance & research

I work on AI products
end to end.

From evaluation and risk frameworks to shipped code. Previously product & research at an AI due-diligence company.

AI Bottleneck Monitoring dashboard

Professional experience

Real work, real liability, real consequences

eunice

product & research

ai for due diligence and monitoring.

london fca regulatory sandbox $8m seed

an ai product sold to regulated institutions has to prove it is right. i built the measurement, the frameworks and the scoring that let it.

evaluation & qa program

golden datasets, llm-judge scoring, daily human review. relevancy accuracy doubled.

due-diligence library

frameworks across defi, stablecoins, rwas and more. 60 to 100+ criteria each.

deterministic risk rating

seven domains, ~50 evidence-gated flags, one 0–100 score a regulator can re-derive.

financial-crime research

how the first line investigates, and how the second line tests it.

Read the full case →
weekly risk-label prediction accuracy

the daily evaluation loop, measured weekly

blocksmith

blockchain design & research

tehanu.io — digital wallets for wild animals.

rwanda pilot volcanoes national park shipped aug 2024

a poetic monetary idea had to survive a feature phone, a declined bank transfer and a governance stack that could not do arithmetic. i designed the identity, the payment rails and the governance that let it.

identity & preference

four signals to one id — noseprints, faecal dna, tracker data, camera traps. dids for family structure, token-linked wallets for settlement.

payments & settlement

a three-rung settlement ladder ending in mobile money on a feature phone. payment off-chain, receipt on-chain.

governance minimisation

two tiers. below a threshold no vote at all; above it, a timelock a resourced expert panel can veto.

post-pilot concepts

tokenised land, a biodiversity-linked currency, parametric insurance — each tested against its comparison class.

Read the full case →
a silverback mountain gorilla sitting upright in dense ferns, a mother and infant resting behind him

volcanoes national park

Products

Apps I designed, coded and shipped solo

AI Bottleneck Monitoring screenshot
App

AI Bottleneck Monitoring

A product case study for a supply-chain intelligence platform that tracks physical evidence before it reaches financial commentary.

Supply-chain intelligenceKnowledge graphAI-assisted engineering
Not a Slop Bowl screenshot
App

Not a Slop Bowl

Personalised recipe subscription that scales every meal to your exact calorie and protein targets. No macro homework required.

SvelteKitSupabaseStripeTypeScriptPlaywright
App

Content Factory

Posting infrastructure for Instagram and TikTok. Generates the media, owns the calendar, exposes an API so other projects can post through it.

SvelteKitFly.ioGemini APISQLiteREST API

Automations

Workflows that replace manual work

UK Startup Funding Digest screenshot
Automation

UK Startup Funding Digest

Daily pipeline that monitors UK startup news, extracts early-stage funding rounds, and logs them to Google Sheets automatically.

n8nClaude APIGoogle Sheets
HN Who's Hiring: UK Startups screenshot
Automation

HN Who's Hiring: UK Startups

Scrapes Hacker News' monthly hiring thread, filters for UK early-stage startups, and builds a curated database automatically.

n8nClaude APIGoogle SheetsApify
Prompt Engineering Automation screenshot
Automation

Prompt Engineering Automation

Turns a plain-English client brief into a professional prompt deliverable. Four AI stages, one human review dashboard.

Claude APIn8nSupabaseVercel

Let's talk

Let's build something
worth keeping.

Send an email →