Rohan Pandey
Summary
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SeniorRohan Pandey is a PhD student at UMass Amherst researching robust machine learning for healthcare, combining BioNLP expertise with practical experience in deploying AI systems. He brings eight years of engineering and product experience, including a rapid two-level promotion at McKinsey where he led development of an AI-powered spend analytics SaaS and built an infrastructure team in India. His research collaborations span Emory, IIIT-Delhi, and Shiv Nadar University, producing multimodal medical imaging and clinical-sequence models for real-world prediction tasks. Comfortable toggling between research, teaching, and product ownership, he focuses on making ML systems reliable "in the wild" and enjoys building scalable solutions and fostering cross-disciplinary collaborations. A not-obvious strength is his track record of turning early research prototypes into production-ready tooling and processes that accelerate delivery and stakeholder impact.
9 years of coding experience
Github Skills (24)
neural-machine-translation9
python9
machine-learning9
language-model9
gpu9
deep-learning9
microsoft-cognitive-services8
numpy8
machine-translation8
neural-network8
tensor7
pytorch7
artificial-intelligence7
speech7
gpu-acceleration7
Programming languages (6)
Github contributions (5)
paspumasscs/paspumasscs.github.io
Oct 2023 - Nov 2025
Contributions:18 pushes in 2 years 1 month
rohanpandey/Page-Replacement-Algorithms
May 2019 - Jul 2021
Contributions:3 pushes, 1 branch in 2 years 2 months
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