Andrew Li
Sr. Data Engineer
Taichung, Taiwan
Summary
👤
Senior🎓
Top SchoolAndrew Li is a senior data engineer based in Taichung, Taiwan with nine years of experience translating domain expertise in chemical and manufacturing processes into production data systems and ML solutions. He has driven energy optimization, predictive maintenance for wind turbines, and risk-scoring applications—delivering measurable impact such as an 8% annual energy reduction for a petrochemical plant and early anomaly detection up to six months ahead. Comfortable across the full data lifecycle, he has built user-facing ML web apps, analytic decision-support tools like bivariate choropleth maps, and scalable pipelines at Cathay Financial Holdings and DSP. Trained as a chemical engineer with a master's degree, he combines empirical lab rigor and process engineering with pragmatic software development to solve real-world industrial and social problems.
9 years of coding experience
10 years of employment as a software developer
Master's degree, Chemical Engineering, 3.8/4.0, Master's degree, Chemical Engineering, 3.8/4.0 at Feng Chia University
English, Chinese
Stackoverflow
539reputation
1.7mreached
16answers
0questions
Github Skills (152)
parallel10
python10
data-manipulation10
hyperparameter-optimization10
mlops10
deep-learning10
automl10
polars10
ray10
threaded10
optimization10
dataframes10
pandas10
modin10
llm-inference10
Programming languages (9)
Github contributions (5)
orcahmlee/ray
Mar 2022 - Dec 2024
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Contributions:17 pushes, 4 branches in 2 years 10 months
apirayscalabledistributed-applicationshyperparameter
orcahmlee/lab-technical-code
Jun 2019 - Apr 2021
Contributions:35 commits, 25 pushes, 1 branch in 1 year 10 months
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