About

I work on entity data: things in the world, their attributes, how they relate, and how all of that changes over time. I came to it through three degrees — civil engineering, architecture, and remote sensing & GIS — and I'm now a Product Manager at AI71 in Abu Dhabi.

A building information model and a spatio-temporal dataset are structurally the same object: georeferenced entities, attributes, relations, time. The difference is that a model is closed-world — the schema declares what may exist — and the world isn't. That makes validation the hard part, not extraction.

I've worked across landmark, high-complexity projects, Luxembourg EIB HQ, Barcelona Camp Nou Stadium, Kuwait International Airport, and built automation and parametric systems for design-to-fabrication. That mix gives me both the field perspective (what breaks on site) and the engineering mindset to scale solutions.