AdTech
ROLE: Computer Vision Scientist @ Gumgum (2016-2018)
I like to call it my "Accelerated PHD". My role involved building CV detectors utilizing the SOTA research in the field.
Technical highlights:
- Built context-driven ad placement system by analyzing images on publisher websites
- Trained multiple object detectors for brand logos at scale
- Trained an object detector for Car (Make & Model) detection
- Built a QT application for auto-annotation using detection+tracking