Kamalakkannan Ravi
Postdoctoral Research Fellow at Harvard Medical School
Los Angeles, California, United States
Summary
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Senior🎓
Top SchoolKamalakkannan Ravi is a Postdoctoral Research Fellow at Harvard Medical School and Boston Children’s Hospital with a decade of experience building and evaluating end-to-end ML systems that bridge research and production. He specializes in agentic AI and large language model agents for high-stakes workflows—particularly healthcare interoperability and genetic testing—where reliability, decision consistency, and human-in-the-loop design are central. His background spans NLP, biomedical informatics, computational social science, and ML systems, with internships at Snap, Siemens Healthineers, and Tokyo Electron US that informed production-ready evaluation practices. Kamalakkannan combines a PhD in Computer Engineering with hands-on experience developing learning algorithms for medical image and signal reconstruction, and he focuses on rigorous validation of failure modes as much as improving raw performance.
10 years of coding experience
6 years of employment as a software developer
Bachelor of Engineering - BE Biomedical Engineering, Bachelor of Engineering - BE Biomedical Engineering at College of Engineering, GuindyDoctor of Philosophy - PhD Computer Engineering, Doctor of Philosophy - PhD Computer Engineering at University of Central Florida
English, Tamil, Spanish
Github Skills (46)
pytorch10
python10
machine-learning10
deep-learning10
natural-language-processing10
nlp10
bert9
tensorflow9
neural-network9
speech-recognition9
transformer9
language-model8
jax8
deep-neural-networks8
ml8
Programming languages (4)
Github contributions (5)
kamalravi/Imagined-Speech-Classification-using-EEG-
Jan 2017 - Dec 2017
Contributions:11 commits, 12 pushes, 1 branch in 11 months
kamalravi/kamalravi.github.io
Sep 2018 - Mar 2020
Contributions:41 pushes, 1 branch in 1 year 6 months
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