I am a Distinguished Engineer and a Deputy Managing Director at Microsoft Research. My research interests include Machine Learning, Algorithms, User Interfaces, Vision, and Signal Processing.
When not managing, I am working on the Machine Teaching aspects of ML. My focus is on the teacher rather than the learner. I optimize productivity metrics such as: human efficacy to achieve a generalization target, cost of maintenance, scalability with the number of teachers, transferability, interpretability, and resilience to adversarial teachers.
After a long quest for the best prototyping language, I have settled on F#.