Highlighting some of the research projects here.
Highlighting some of the research projects here.
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PostDoctoral Work at CIRA Colorado & NSF AI2ES
PostDoctoral Work at CIRA Colorado & NSF AI2ES
Worked on multiple projects including:
Developed AI foundation models using Diffusion models for unlabelled satellite data
Developed U-Net models using GOES-16 to identify convection
Two journals submitted and two AMS AI presentations
Doctoral Work At UMass Amherst -
Doctoral Work At UMass Amherst -
Solar Control
Solar Control
Sunshade: Software-Defined Solar Power
Feasibility, Cost and Carbon Emissions of Grid Defection
Solar Modeling
Solar Modeling
Solar Modeling via Secondary Derived Products from GOES-R, SURFRAD, and weather stations
Solar Modeling using Multispectral Satellite Data from GOES-R
Solar Nowcasting
Solar Nowcasting
Self-Supervised Learning on Multispectral Satellite Data for Near-Term Solar Forecasting
A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning
Others -
Others -
Oak Ridge National Lab (Research Intern)
Oak Ridge National Lab (Research Intern)
Master's Work at IIIT-Bangalore
Master's Work at IIIT-Bangalore
Thesis: Health Monitoring for Smart Grid Networks for Prevention Against Failures
Programmable system for grid failure prevention
Grid classification system as per stability zones
Smart meter architecture for last gasp messages
Nanyang Technological University Singapore (Pre-Ph.D. Gap Year)
Nanyang Technological University Singapore (Pre-Ph.D. Gap Year)
Mixed-criticality RTOS based on LITMUSRT
Cell balancing algorithms for smart batteries
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