ML generalist with 14 yrs of experience including 3.5 yrs in ML engineering management, 7 yrs in Ad Tech and 7 yrs in research. Worked on a wide variety of problems including recommender systems, user modeling, audio processing, image and video processing, data mining, NLP, and computer vision.