Things I've built.

An intelligence layer for event ingestion, inference pipelines, semantic search, and role-based access. Measured in hours returned to the team, not demos given.

Grew to 85,000+ learners across 35+ countries before wrapping the chapter. Built the network that proved teachers, not platforms, are the unit of trust.

A custom evaluation engine that scored decision quality, not memory recall. Built before the term 'agentic eval' was on everyone's lips.

The operating system that ran the Inzpira network at scale. Boring on the surface, indispensable underneath.

If engineers have GitHub commits, educators should have verified outcomes. Tutor.CV made that a first-class artifact.

Droidstar-DMR is where I contribute in public. Small, meaningful fixes and UX-minded improvements that make a technical tool friendlier for 4,800+ HAM radio operators globally.

Conceptualised and shipped a personal-safety platform from ideation to working prototype. The first chapter that taught me how to ship.