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