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Speaker "Chandra Khatri" Details Back

 

Topic

Impact of Deep Learning in Conversational AI

Abstract

In this talk, Chandra Kahtri, Senior AI Scientist at Uber AI, formerly at Alexa AI, will detail various problems associated with Conversational AI such as speech recognition, language understanding, dialog management, language generation, sensitive content detection and evaluation and the advancements brought by deep learning in addressing each one of these problems. He will also present on the applied research work he has done at Alexa and Uber for the problems mentioned above.

Who is this presentation for?
People interested in Machine Learning, Deep Learning, NLP, AI/Conversational AI
 
Prerequisite knowledge:
Minimum technical details
 
What you'll learn?
High-level understanding of Deep Learning, Language Understanding and Conversational AI.

Profile

Chandra Khatri is a Senior AI Scientist at Uber AI driving Conversational AI efforts at Uber. Prior to Uber, he was the Lead AI Scientist at Alexa and was driving the Science for the Alexa Prize Competition, which is a $3.5 Million university competition for advancing the state of Conversational AI. Some of his recent work involves Open-domain Dialog Planning and Evaluation, Conversational Speech Recognition, Conversational Natural Language Understanding, and Sequential Modeling. Prior to Alexa, Chandra was a Research Scientist at eBay, wherein he led various Deep Learning and NLP initiatives such as Automatic Text Summarization and Automatic Content Generation within the eCommerce domain, which has lead to significant gains for eBay. He holds degrees in Machine Learning and Computational Science & Engineering from Georgia Tech and BITS Pilani.