Resume
Experience
2018 - Present
Sr.DATA SCIENTIST
ProQuest LLC
Ann Arbor, Michigan
Medical Text Processing Pipeline for Pharmacovigilance
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Led Product Strategy and Development for the company’s first ML Service
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Curated Data for Text Classification and Named Entity Recognition Systems
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Built Metrics Dashboard for Classification/Ranking Tasks using Streamlit
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Case Report Discovery for major Pharma client improved by 120%
Automated Indexing using MeSH Vocabulary
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Implemented custom architecture in PyTorch
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Implemented Data Processing Jobs in AWS Sagemaker
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Implemented Selenium Data Scrapers to collect additional public data for pre-training
Mentorship/Guidance
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Mentored student-teams from the University of Michigan through MDP(Multi Disciplinary Program)
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Mentored ML interns from 2018-2022
2013 - 2016
SOFTWARE ENGINEER
Delphi
Bangalore, India
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Modelling and Simulation of Fuel Strategy functionalities for DAF Trucks, Sweden
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Optimization of Engine and Air Management Features for Hyundai Motors
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SPOT Award for reporting and fixing a critical fuel library block overflow issue in a major DAF release
Education
2016-2018
UNIVERSITY OF MICHIGAN
Ann Arbor, Michigan
MSc. Electrical and Computer Engineering(Machine Learning)
Certificate of Graduate Studies (Data Science)
2009-2013
VTU
Belgaum, India