ML research / cancer imaging / Machine Learning
Venkata Chilakala.
Hey, I'm Venkata Chilakala, a 16-year-old self-taught ML researcher building systems around Earth, tumors, and ecological light pollution.
By day I'm Working on Research and somehow also doing cancer research at the University of Cincinnati.
I built a greedy cooling algorithm that beats standard urban heat planning by 13-22%, and a U-Net pipeline for GBM tumor segmentation hitting IoU of 0.86.
Right now I'm at UC EXLAI building the first landscape-scale ML framework for artificial-light-at-night biodiversity loss. On the side - Board 1, varsity chess, rated 2180 on Lichess. Say hi @likhittanishq or at avatanishq00@gmail.com.
A little more
I care about work that is technically real, visually calm, and useful outside the demo. The sweet spot is research that can become a tool, a map, a scan workflow, or a sharper decision.
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