I build AI systems: agents and the infrastructure they run on, data platforms, and experimental products.
A selection of projects I’ve built along the way, from AI agents to the systems that support them.
I joined Natural Intelligence in the AI era and led a company-wide effort to rethink how we work with AI and data, from engineering to business. These products are part of that broader transformation.
4.8×as many frequent users
People with more than 20 sessions a month · April–September
2× users87 → 175 monthly users
2× sessions~1.7k → ~3.4k a month
February → September
Traditional BI, year over year: ~30% fewer users · ~20% fewer views
Direct agent questions only; excludes subscriptions, scripts and apps using semantic views. BI figures are approximate. Growth compares the first and last month indicated.
A look at my earlier roles, the teams I worked with and what I built.
Led the development and operation of on-premises data infrastructure and DevOps at Cervello, a railway signalling cybersecurity company, processing terabytes of data daily. Developed Margo, an agentic search system that made operational data and security events accessible to investigators with varying technical and domain expertise.