Dominik Kulon

I build machine learning systems that facilitate billions of user interactions at global scale. My work spans computer vision, generative modelling, and 3D understanding, with products deployed to hundreds of millions of users.

01
Currently
Snap Inc.
ML Engineer
02
Impact
2B+ monthly views
across my AR products
03
Expertise
CV · Gen AI · 3D ML
on-device, real-time
04
Education
Imperial College London
PhD, Computer Vision

Selected work

001
Body Avatars
Snap Inc.

I developed a new category of augmented reality products that transform users into digital characters with pixel-level accuracy. The effects operate in real-time on mobile devices. Anyone can create their own character by uploading a single reference image. Individual effects reached 300M+ views, contributing to several billion views in total.

Publications

Career

2017 →
2020+
Machine Learning Engineer
Snap Inc · London
2019–20
Computer Vision Scientist
Ariel AI · London
2018–21
PhD, Computer Vision
Imperial College London
2017–18
Master of Research, Advanced Computing
Imperial College London