Nontawat Charoenphakdee
Machine Learning Researcher at Preferred Networks, Inc.
Chiyoda, Japan
Summary
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Senior🎓
Top SchoolNontawat Charoenphakdee is a machine learning researcher with 11 years of experience blending deep theoretical work and practical engineering to build trustworthy, human-centric AI systems. Based at Preferred Networks, he leads R&D on industrial-scale ML for healthcare and quantum chemistry, contributing to high-impact publications including Nature Communications and PLOS Digital Health. His PhD from the University of Tokyo and a Google PhD Fellowship (2020) underscore strengths in algorithm analysis—particularly loss functions, evaluation metrics, weak supervision, and missing-value imputation—while his software engineering background ensures solutions are production-ready. He also serves on program committees and is a multiple outstanding reviewer awardee, reflecting a commitment to rigorous peer review and community service. Beyond papers, Nontawat has driven practical tools such as generative models for clinical data and uncertainty-aware ML potentials, demonstrating a rare mix of domain breadth and engineering delivery.
11 years of coding experience
4 years of employment as a software developer
University of TokyoBachelor’s Degree, Computer Engineering, 3.80/4.00, Bachelor’s Degree, Computer Engineering, 3.80/4.00 at Chulalongkorn University (CU.)High School Diploma, Science-mathematics Program, High School Diploma, Science-mathematics Program at Triam Udom Suksa Nomklao
English, Thai, Japanese
Github Skills (21)
image-translation10
adversarial-learning10
few-shot-learning10
adaptation10
semi-supervised-learning9
paper9
transfer-learning9
audio6
python-codes6
java5
audio-processing5
supervised-learning3
deep-neural-networks3
weakly-supervised-learning3
machine-learning3
Programming languages (3)
Github contributions (5)
nolfwin/nolfwin.github.io
Mar 2018 - Feb 2025
Contributions:1 push, 1 branch in 7 years
nolfwin/learning-only-from-relevant-keywords-and-unlabeled-documents
Nov 2019 - Nov 2019
Contributions:12 commits, 10 pushes, 1 branch in 4 days
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