Kameswara Mantha
Senior AL ML Engineer & Research Asst. Professor at University of Missouri-Kansas City
Kansas City, Missouri, United States
Summary
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Senior🎓
Top SchoolKameswara Mantha is a senior AI/ML engineer and research assistant professor with nine years of interdisciplinary experience applying deep learning to astronomy, high-energy astrophysics, and biomedical imaging. He combines a PhD in Astrophysics with postdoctoral work at the University of Minnesota and Zooniverse to develop human-in-the-loop and citizen-science–aware ML methods that accelerate discovery in massive datasets. His research spans galaxy evolution studies using Hubble data, novel image-processing and anomaly-detection algorithms, and automated segmentation approaches for pathology and MRI. Equally comfortable with fundamental science and production-ready AI, he builds tools that surface rare, scientifically interesting phenomena while improving crowd-sourced labeling efficiency. Based in Kansas City, he bridges academic rigor and applied engineering to translate complex observational problems into scalable ML solutions.
9 years of coding experience
11 years of employment as a software developer
Doctor of Philosophy - PhD, Physics and Astronomy, Doctor of Philosophy - PhD, Physics and Astronomy at University of Missouri-Kansas CityBachelor's degree, Electrical, Electronics and Communications Engineering, Bachelor's degree, Electrical, Electronics and Communications Engineering at KL UNIVERSITY
Github Skills (14)
attention-mechanism9
encoder8
computer-vision6
classification6
image-classification5
artificial-intelligence5
transformers5
deep-learning4
pytorch4
transformer4
rebuild4
segmentation4
vision-transformer4
image-segmentation3
Programming languages (3)
Github contributions (5)
AgentM-GEG/residual_feature_extraction
Feb 2019 - Feb 2021
Contributions:18 commits, 16 pushes, 1 branch in 2 years
AgentM-GEG/retrieve-sdss-jpegs
Feb 2022 - Mar 2024
Contributions:7 pushes, 1 branch in 2 years 1 month
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