I was the AI tech lead for developing Alternative-Alt text, a method for automated description of image for blind users of Facebook. I developed semi-supervised algorithms using cluster-based and active learning algorithms that helped the discovery of thousands of concept at scale possible in images uploaded to Facebook. This was covered by several media outlets such as Forbes.