Seng Liew
Research Scientist at SB Intuitions
Greater Tokyo Area Japan
Summary
👤
Senior🎓
Top SchoolSeng Liew is a research scientist with 11 years of experience blending theoretical physics, machine learning, and security/privacy research, currently based in the Greater Tokyo Area. He holds a PhD in Theoretical and Mathematical Physics from the University of Tokyo and has published and contributed to top-tier venues (ICLR, SIGMOD, VLDB, Interspeech, IJCB), with recent work linked to ICML and AISTATS/PODS submissions. Seng has applied differential privacy and federated learning to real products at LINE and developed adversarial and robust biometric systems at NEC, demonstrating a rare combination of rigorous theory and production-minded implementation in Python. His international collaborations span Europe, East Asia, and the US, reflecting an ability to lead and integrate across diverse research teams. Notably, his background in Bayesian methods for particle physics informs a probabilistic, principled approach to ML problems that often yields novel, statistically grounded solutions.
11 years of coding experience
5 years of employment as a software developer
University of Tokyo
English, Chinese, Chinese, Malay, Japanese, German
Github Skills (44)
markdown10
gitpod10
github-pages10
jekyll10
datasets9
speech9
nlp8
computer-vision8
multiclass-classification8
python8
deep-learning8
gpu8
machine-learning8
attention-mechanism8
evaluation8
Programming languages (4)
Github contributions (5)
spliew/random
May 2018 - Mar 2023
Contributions:6 pushes, 1 branch in 4 years 10 months
spliew/spliew.github.io
Sep 2020 - Mar 2025
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:2 PRs, 159 pushes, 1 branch in 4 years 6 months
templategithub-pages-templatemmistakesmistakesjekyll
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