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open to work: Senior Research Scientist · Professor · Research Professor · Adjunct Professor

Research Interests:

Systems and control, networking, data science, optimization, applied probability, operations research, computational biology, medical informatics, and bioinformatics. 系統與控制，網絡，數據科學，優化，應用概率，運籌學，計算生物學，醫學信息學和生物信息學。

  • “Kaggle competition expert” (top 1%) with professional knowledge of statistical models, predictive models, and time series analysis (such as regression, classification, simulation, and dimension reduction).
  • Solid mathematical background in solving common optimization problems, including linear/nonlinear/integer programming.
  • During my work experiences at BU, Boston Medical Center, and Philips Research, I have hands-on experience in developing and evaluating machine learning and optimization models on large-scale datasets with billions of samples and thousands of features to solve real-world clinical problems with clinicians.
  • I have meticulous attention to detail and unquestioned integrity.
  • The reviewer of
    • Proceedings of the IEEE,
    • Pattern Recognition,
    • IEEE Transactions on Automatic Control,
    • IEEE Control Systems Letters,
    • IEEE Conference of Decision and Control,
    • npj Digital Medicine,
    • Journal of Biomedical and Health Informatics
    • Journal of Medical Internet Research
    • Diabetologia, 
    • Antimicrobial Resistance & Infection Control,
    • Psychology Health & Medicine,
    • npj Mental Health Research
    • Journal of Primary Care & Community Health
    • BMJ Health Care Informatics,
    • Digital Health,
    • Reviews in Medical Virology
    • SCIENCE CHINA Information Sciences,
    • ACM Computing Surveys
    • Scientific Reports,
    • IEEE Access,
    • Proceedings of the Chinese Control Conference,
    • Chinese Control and Decision Conference,
    • PLOS ONE,
    • Family Medicine and Community Health
    • International Journal of General Systems,
    • Environmental Toxicology
    • Mathematical Biosciences and Engineering,
    • Endocrinology & Diabetes Metabolism
    • BMC Medical Research Methodology, BMC Health Services Research, BMC Medical Informatics and Decision Making,
    • Cancer Investigation,
    • Journal of Obstetrics and Gynaecology, 
    • European Journal of Medical Research, 
    • Network: Computation in Neural Systems,
    • Endocrinology, Diabetes & Metabolism
    • Computer Methods in Biomechanics and Biomedical Engineering 
    • Connection Science
    • Applied Economics Letters, Equality Diversity and Inclusion: An International Journal,
    • Engineered Science,
    • Science Progress, International Conference on Physics, Mathematics and Statistics.
  • my Erdős number is 4. The Erdős number is the number of “hops” needed to connect the author of a paper with the prolific late mathematician Paul Erdős. An author’s Erdős number is 1 if he has co-authored a paper with Erdős, 2 if he has co-authored a paper with someone who has co-authored a paper with Erdős, etc.

 

Kaggle Competitions Expert & Researcher (h-index 9):
– machine learning and optimization algorithms with applications to healthcare, finance, investment, asset management, e-commerce, and biology.
– solid and broad mathematics and engineering knowledge background.
– 15+ years experience in ML/OR/DS/Stats