Man Leong
Data Scientist III
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolMan Leong is a PhD-level data scientist based in San Jose with eight years of experience building and deploying advanced statistical and machine learning solutions for healthcare, environmental science, and commercial products. At Align Technology he has progressed from Data Analyst III to Data Scientist III, applying rigorous statistical modeling and production-ready implementations informed by his academic work. His doctoral research produced regmhmm, an open-source C++-backed package for regularized and mixed Hidden Markov Models, reflecting a rare combination of theoretical innovation and performant software engineering. He has deep experience with spatial and spatio-temporal Bayesian models, sparse matrix methods, and secure data infrastructure, honed at CEHI and MD Anderson. Known for translating complex longitudinal and panel-data problems into practical tools, he brings strong consulting instincts and a track record of improving model scalability and reproducibility.
9 years of coding experience
7 years of employment as a software developer
Master of Statistics, Statistics, Master of Statistics, Statistics at Rice UniversityBachelor's degree, Statistics, Bachelor's degree, Statistics at Renmin University of ChinaHigh School Diploma, Science, High School Diploma, Science at Pooi To Middle School (Macau)Doctor of Philosophy - PhD, Biostatistics, Doctor of Philosophy - PhD, Biostatistics at University of Florida
English, Chinese, Chinese
Github Skills (23)
sequencing9
data-analysis9
sos8
jupyter-kernels8
idris8
sas8
mainframe7
python6
matlab6
r6
jupyter-notebook5
octave5
linux4
windows4
julia4
Programming languages (6)
Github contributions (5)
Rice-CEHI/CEHI-Web-crawler-for-residential-history
Feb 2018 - May 2018
Contributions:40 pushes, 2 comments, 4 issues in 2 months
dango-daikazoku/website
Aug 2017 - Aug 2018
Contributions:3 pushes, 3 branches in 1 year
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