// work

Projects & writing

Two kinds of work live here: client engagements — the work I do for clients — and personal research writing probing the limits of vision and multimodal models.

// client work

Delivered client projects

Production ML engineering engagements across computer vision, multimodal AI, and data-centric AI — from data inspection and cleaning through to deployment and post-deployment monitoring. Anonymized, no technical details due to NDA..

View client work → // writing

Research & write-ups

Personal, non-commercial research notes probing where modern vision and multimodal models break, and how to know when to trust them. More pieces will be added over time.

Read writing →