FULL STACK DEVELOPER → AI GOVERNANCE LEAD
I've built the systems. Now I help make sure AI is built responsibly.
Years of shipping software end to end, from databases and APIs to interfaces and deployments, taught me where data comes from, where shortcuts get taken and where things break. That's what I bring to AI governance: I can read a model card, question a data pipeline, and turn policy into controls that engineers will actually adopt.
- 6+years building full stack products
- 30+production apps, APIs and dashboards shipped
- Nowleading AI governance and responsible AI
Governing AI, responsibly
Policies, risk frameworks, audits and training that help organisations use AI in a way that is fair, transparent and accountable.
| TITLE / DESCRIPTION | CATEGORIES · TOOLS & FRAMEWORKS | DATE |
|---|---|---|
| Generative AI Acceptable Use Policy Drafted and rolled out an organisation-wide policy for using generative AI tools safely at work. | PolicyRisk ManagementNIST AI RMFISO/IEC 42001 | Sep 2025 |
| Model Risk Assessment Framework Designed a tiered risk assessment that every new AI feature passes through before launch. | Risk ManagementAssuranceEU AI ActNIST AI RMF | Jun 2025 |
| Bias Audit: Recruitment Screening Tool Audited a CV-screening model for disparate impact across gender and ethnicity. | FairnessAuditFairlearnUK Equality Act 2010 | Mar 2025 |
| AI System Inventory & Register Built a central register of every AI system in use, with owners, data flows and risk ratings. | TransparencyOperationsISO/IEC 42001Model Cards | Nov 2024 |
| Responsible AI Training Programme Created a role-based training programme on responsible AI for engineers, managers and leadership. | EducationCultureOECD AI PrinciplesUK AI Principles | Aug 2024 |
| LLM Evaluation & Guardrails Standard Defined how LLM-powered features are evaluated, red-teamed and monitored after release. | SafetyAssuranceOWASP Top 10 for LLMsNIST AI RMF | May 2024 |
Building products end to end
The engineering foundation behind my governance work: products I've designed, built and shipped across startups and agencies.
Borderless
Aug 2025Webbed Global
React NativeExpoSupabaseOpenAI API
Liga
Feb 2025Webbed Global
Next.jsTypeScriptPostgreSQLPrismaStripe
Quantum Website
Jul 2024Quantum
ReactNode.jsExpressMongoDBMapbox
Charles Fox
Oct 2023Quantum
VueNuxtTailwind CSSFirebase
Jack Rabbit Rewards Portal
Mar 2023Quantum
ReactGraphQLApolloPythonDjango
FocalPoint Fires Shopify App
Jun 2022Earthstorm Media
Node.jsNestJSRedisAWSDocker