Sathappan Muthiah
Applied Researcher at eBay
California, United States
Summary
👤
Senior🎓
Top SchoolSathappan Muthiah is an applied researcher and PhD candidate based in California with 11 years of experience building and deploying AI/ML systems in research and production settings. He specializes in applied NLP, hybrid human-AI workflows, and uncertainty quantification, with demonstrated gains in precision, recall, and quality when systems defer to human supervision. His work spans transformers, information extraction, forecasting, and knowledge graphs, and includes contributions to high-impact IARPA programs such as EMBERS and SAFE. At eBay and Virginia Tech he has led practical research—ranging from few-shot toxin identification using CNN/LSTM/attention architectures to Seq2Seq forecasting for cyber-physical systems—that translated into measurable improvements and publications. Comfortable at the intersection of research and agile engineering, he focuses on systems that know when they don’t know and can solicit human oversight to improve reliability.
11 years of coding experience
9 years of employment as a software developer
B.Tech, Information Technology, B.Tech, Information Technology at Maulana Azad National Institute of TechnologyVirginia TechHigh Range School, Munnar
English, Tamil, Malayalam, Hindi
Github Skills (50)
google-scholar9
wordcloud9
python8
extractor8
deep-learning8
gpu8
machine-learning8
pythonic8
jupyterlab8
citations8
jupyter7
r7
scraper7
jupyterlab-extension7
django7
Programming languages (5)
Github contributions (5)
sathappanspm/geocoding
Dec 2015 - Sep 2020
Contributions:30 commits, 7 PRs, 46 pushes in 4 years 10 months
sathappanspm/python_utils
Jan 2015 - Oct 2017
Contributions:33 pushes in 2 years 9 months
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