Saumya Sinha
Postdoctoral Researcher at National Laboratory of the Rockies
Boulder, Colorado, United States
Summary
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Senior🎓
Top SchoolSaumya Sinha is a postdoctoral researcher at the National Laboratory of the Rockies with a Ph.D. in Computer Science from the University of Colorado Boulder and eight years of experience applying advanced machine learning to energy and environmental problems. Her work spans physics-informed weather downscaling, generative models for energy applications, extreme weather detection from satellite imagery, probabilistic solar forecasting, and long-term sea level prediction, bridging academic rigor with real-world operational needs. At NLR she is building a generative AI system that fuses multimodal inputs—satellite imagery and conversational queries—for energy modeling and is exploring how LLMs can be adapted to improve causal reasoning in scientific contexts. Prior roles include a Microsoft AI for Good internship and industry analytics positions where she developed reproducible modeling pipelines and teaching roles in data structures and machine learning, reflecting a blend of research, engineering, and pedagogy. A mathematician by training from IIT Kharagpur, she brings strong numerical and systems thinking to interdisciplinary climate and energy challenges.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Colorado BoulderIntegrated M.Sc Mathematics and Computing, Integrated M.Sc Mathematics and Computing at Indian Institute of Technology, Kharagpur
English, Hindi
Github Skills (16)
satellite-imagery10
earth-observation10
computer-vision10
adobe-experience-manager10
adobe10
geospatial10
aem10
data-models10
json-schema10
torchvision10
schematron10
data-model10
datasets10
deep-learning9
pytorch9
Programming languages (3)
Github contributions (5)
saumya1singh/30DaysOfAppDev-Course
Feb 2023 - Mar 2023
Contributions:17 commits in 1 month
saumyasinha/Sea_level_prediction
Oct 2021 - Aug 2023
Contributions:98 pushes in 1 year 10 months
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