Bio

I'm a machine learning scientist working on ML techniques for recommendations in online marketplaces. I work on multi-objective decisioning, recommendations, marketplaces, personalization and experimentation. I have led various ML projects from basic research to production, with >10 product launches for 350+ million users. I have over 12 years of experience working on machine learning problems applied to various real world applications. I have published over 50 research papers, and filed >10 patents. I have a PhD in Machine Learning from UCL on developing efficient machine learning models for user tasks & need understanding, knowledge discovery and decision optimization. I have taught a number of courses, summer school sessions & tutorials on the topics of multi-objective decisioning, personalization and user intent understanding. Details here: http://rishabhmehrotra.com/teaching.html Personal website: http://rishabhmehrotra.com/ Blog: https://blog.rishabhmehrotra.com/ Research publications: https://dblp1.uni-trier.de/pers/hd/m/Mehrotra:Rishabh Google Scholar: https://scholar.google.co.uk/citations?user=X9BKWWoAAAAJ&hl=en