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ABOUT
ABOUT
I am healthcare professional with a strong background in leadership, problem-solving, and communication skills, and is currently a Senior Manager in Global Biometrics and Data Sciences at Bristol-Myers Squibb, where I am also involved in the company's digital health initiative. I have a Ph.D. in Medical Image Analysis from Duke University and have gained expertise in a range of technology areas including software engineering, databases, web technology, big data analytics, computer vision, natural language processing, machine learning, deep learning, biostatistics, and medical images. My past research has focused on data, digital health, and drug development, with a particular emphasis on computational pathology, computational anatomy, single-molecule fluorescence barcoding, information extraction from medical reports, computer-aided diagnosis, and trial design in oncology.
My current and past research and development focus has been around 3Ds - Data, Digital health, and Drug Development. Originally trained in computer scientist, I focused on research and development around Data (data management and integration) for the first 5 years. Then I worked on Digital health for the next 7 years where I advanced artificial intelligence to solve challenging problems in health care. Since 2021, I have been focusing my work on drug development. I have authored 14 scientific papers and 10 abstracts in peer-reviewed conferences and journals. A complete list of my publications is included in my full CV.
Research Interests
Research Interests
Deep learning: Multitask learning, Multi-instance learning, Model reduction/distillation, Domain adaptation, Distributed training, Deep kernel learning
Medical image analysis: Thoracic CT Image registration, Abnormality detection in chest radiographs
Bioimaging: Single molecule barcoding
Text analysis: Information extraction from medical reports
Cancer Research: Image differential analysis between case and control, Computational histopathology, Cancer survival analysis, human Interpretable biomarker discovery
Clinical development plan, Clinical decision support, Clinical trial design and analysis, Ai-powered synthetic control
Profile Highlights
Profile Highlights
Senior manager in Global Biometrics and Data Sciences at BMS, 2021-present
Research fellow in Cancer Data Science Laboratory, NCI, 2020-2021
Postdoctoral researcher in AI, ORNL, 2018-2020
Ph.D. in Computer Science, Duke University, 2012-2018
Research intern at IBM Research, Almaden, summer 2014
Oracle India, Technical staff member, 2009-2012
B.Tech in Computer Science, IIT Kharagpur, 2005-2009
Research intern at EPFL Switzerland, summer 2008
Contact
Contact
Office: 3401 Princeton Pike, Lawrence Township, NJ 08648
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