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个人简介
With over 20 years of experience, Nitendra is considered to be an expert in the area of Artificial Intelligence, Machine Learning and Mobile Interactions, having authored over 80 publications at top international ACM and IEEE venues, owing to which he has been recognized as an ACM Distinguished Scientist, ACM Distinguished Speaker (2015) and a senior IEEE Member. He has delivered several tutorials and conducted workshops in AI and speech areas at top ACM venues (MobileHCI, IUI, CSCW, CHI). With over 50 granted patents to his name, Nitendra was an IBM Master Inventor and was also an IBM Academy of Technology member. In 2012, he coauthored a book titled "Speech in Mobile and Pervasive Environments" that was published by John Wiley & Sons.
At Mastercard, he works on applying deep learning algorithms such as LSTM, CNN, AutoEncoders, GBMs and GAN along with conventional machine learning algorithms such as decision trees, SVMs and HMMs to solve business problems around recommender systems, anomaly detection, time-series modeling, spam detection, question-answering systems, auto-suggestors and process-automation. His role is to work with the business divisions to identify ML/AI opportunities in the organisation, define technical solutions, work with his team to build state-of-the-art solutions and work with the engineering team to have the algorithms deployed in real environments.
研究兴趣
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user-607cde9d4c775e0497f57189(2019)
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