Bill Hsu
Data Science Manager
Taiwan
Summary
👤
Senior🎓
Top SchoolBill Hsu is a Data Science Manager at ASUS with eight years of experience applying statistical and deep learning methods to supply chain, sales forecasting, and IoV problems. Promoted to manager within two years at ASUS, he leads and coaches a team focused on model development and production operation while driving measurable business impact—his forecasts cut parts costs by at least 50 million NTD per year and improved fulfillment rates. He has a proven track record of productionizing models and pipelines (including a 32x speedup in validation/prediction runtime and automated reporting that saved weekly hours) and building cross-border monitoring and anomaly detection with ASUS China. Earlier roles at Toyota Taiwan included LSTM and time-series clustering for demand forecasting, significant DB performance optimizations, and customer behavior segmentation from telematics data. Trained in statistics (National Taipei University, Tamkang University), Bill combines rigorous causal analysis with pragmatic engineering to turn analytics into operational savings. An avid builder (GitHub bio: "buidl"), he brings both hands-on coding and people leadership to scale ML solutions in enterprise environments.
8 years of coding experience
2 years of employment as a software developer
統計系, 統計系 at 淡江大學碩士, 統計學系, 碩士, 統計學系 at 國立臺北大學NATIONAL TAIPEI UNIVERSITY國立板橋高中
Chinese, English, Japanese
Stackoverflow
1,742reputation
76kreached
78answers
1question
solidity
top-5%
ethereum
top-5%
Github Skills (115)
language-server-protocol10
security10
console-log10
smart-contracts10
javascript-api10
solidity10
python-development10
qt10
api10
debugging10
anaconda10
exploit10
pyqt10
compile10
development-environment10
Programming languages (8)
Github contributions (5)
cypherpunks-core/cypherpunks-ctf
Nov 2019 - Jan 2021
Cypherpunks CTF 智能合約漏洞攻擊
Contributions:1 release, 5 reviews, 59 commits in 1 year 2 months
ethereumctfsmart-contractscypherpunksexploit
StillFantastic/bullshit
Jan 2020 - Jul 2020
A bullshit generator / 唬爛產生器
Contributions:62 commits, 64 pushes, 1 branch in 6 months
golangbullshitdockerbullshit-generator
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.