Dr. Manish Gupta
Director - Machine Learning & Data Science
American Express
location_on India
Member since 4 years
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Dr. Manish Gupta
Specialises In (based on submitted proposals)
Featured among Top 10 Data Scientists in India, Manish Gupta is an advanced analytics professional with in-depth competencies in customer analytics, real-time recommendation system, big data and machine learning solutions across diverse verticals such as Internet/E-commerce, Banking, BPO and Defence . Currently a Director in American Express, he drives the Machine Learning, Data Science, and Deep Learning research. With expansive experience in InfoEdge & Citibank, he is has served the country as a Scientist at DRDO.
Manish holds a PhD degree from Indian Institute of Technology – Delhi in the area of Machine Learning with more than 15 research publications in leading international journals and conferences with 1 US Patent which has more than 200 citations. He is also a guest speaker at various renowned institutes like IIM Lucknow, ISB Hyderabad, IIT Delhi, Delhi University etc. and keynote speaker to many AI/ Data Science conferences.
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Driving Intelligence from Credit Card Spend Data using Deep Learning
Dr. Manish GuptaDirector - Machine Learning & Data ScienceAmerican Express
Radhakrishnan GVice President, Commercial Decision Science and Machine Learning ResearchAmerican Expressschedule 4 years ago
45 Mins
Talk
Beginner
Recently, we have heard success stories on how deep learning technologies are revolutionizing many industries. Deep Learning has proven huge success in some of the problems in unstructured data domains like image recognition; speech recognitions and natural language processing. However, there are limited gain has been shown in traditional structured data domains like BFSI. This talk would cover American Express’ exciting journey to explore deep learning technique to generate next set of data innovations by deriving intelligence from the data within its global, integrated network. Learn how using credit card spend data has helped improve credit and fraud decisions elevate the payment experience of millions of Card Members across the globe.
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