Hi, I'm Marcus.

I build and run machine learning systems in production.

At work

I'm a Senior Data Scientist at Freenow by Lyft, working across product, engineering and operations on the models behind its real-time marketplace.

I spend a lot of time working with AI agents and figuring out how to integrate them into reliable development workflows.

Outside work, I'm building Wobbs , a platform for teachers.