FractalOcean
Apr 2023 – present
Applied AI · Platforms · eCommerce
US & UK clients
Independent Product Lead, Applied AI & Platforms
AI product and transformation leadership across production AI workflows, multi-tenant commerce platforms, and print-tech SaaS.
What I did · 5
- Co-founded and built Monde, a self-service AI-search visibility product with payments that orchestrated 40,000+ calls across ChatGPT, Perplexity, and Gemini; built the production quality system around it with end-to-end LLM tracing, a 40-case evaluation baseline, a cross-provider LLM judge, drift datasets, and rollout gates
- Owned the roadmap and led a six-person team consolidating Direct Wines’ cloned storefronts into a CMS-configured multi-tenant platform supporting a $100M+ DTC portfolio; raised Lighthouse performance from 20 to 82 and cut new-brand launch time from six weeks to four days across two successful launches
- Built and piloted an AI product-development workflow on Claude and OpenAI APIs that turns requirements into review-ready PRDs, user stories, and implementation prompts; benchmarked against identical acceptance criteria, it produced a test-passing implementation in under one hour versus 10 working days for two developers
- Rolled out AI coding guardrails and governance controls across Direct Wines’ 70+ person engineering organisation, including repository rules, custom agents and skills, pre-commit checks, and CI review controls
- Led product discovery, integration strategy, and roadmap for Proper Printers’ platform connecting Shopify and Etsy, driving 1,200+ users through onboarding and reducing time to first order by 25%



