Kameswara Mantha
Senior AL ML Engineer & Research Asst. Professor at University of Missouri-Kansas City
Kansas City, Missouri, United States
Summary
👤
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.
10 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
Stackoverflow
1reputation
0reached
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Github Skills (15)
attention-mechanism8
encoder7
computer-vision6
classification6
artificial-intelligence5
transformers5
image-segmentation4
pytorch4
image-classification4
vision-transformer4
transformer3
frontend2
lstm1
segmentation1
3d1
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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