My research is on the topic of Semantic Segmentation. In particular, I work on the topic of Unsupervised Domain Adaptation for Semantic Segmentation.
I've had a variety of experiences in the past. I started off in online handwriting recognition, moved on to medical imaging processing and most recently, worked on advertisement domain problems during my stint at Amazon.
December 2018 - Present
Working on Computer Vision problem of Semantic Segmentation.
Apr 2017 - October 2018
I was a part of the advertisement moderation team, where I was building Machine Learning models for auto-moderation of advertisements on Amazon site using learned sentence embeddings. This was my first exposure to text representation methods. I briefly contribted to transfering knowledge from English marketplaces to others. I took several model to production for real-time consumption with database connectivity
July 2014 - February 2017
July 2010 - January 2014
During my Masters, I worked on handwriting recognition and signature verification for my thesis. This resulted in a publication at ICDAR 2013. I took courses on Digital Image Processing, Machine Learning, Speech Processing, Time-Frequency analysis and Artificial Neural Networks.
July 2006 - May 2010
Bachelor's thesis on Direction of Arrival estimation using triangular microphone array
I can be reached, most reliably through email at email@example.com.