About

I am a Software Engineer enjoying solving hard problems for machine learning research/engineering and building large-scale ML products.

For brief CV please see https://www.linkedin.com/in/bowen0701. Contact me via bowen0701 at gmail.com.

Research Interests

• Machine Learning
• Deep Learning
• Recommendation Systems
• Advertising Systems
• Reinforcement Learning
• Natural Language Processing
• Survival Analysis

Experiences

• Facebook: Senior Software Engineer (2020/08 - Present)
• Zalando: Research Engineer (2018/05 - 2020/06)
• Vpon: Staff Data Scientist (2016 - 2018)
• KKBOX: Staff Data Scientist (2015 - 2016)
• Academia Sinica: Postdoctoral Fellow (2014 - 2015)
• Macronix: Principal Statistician (2006 - 2009)

Awards

• PhD Dissertation Award, University System of Taiwan’s Statistics Conference 2014.

Publications

• C.-H. Huang, B. Li, C.-M. Chen, W. Wang, and Y.-H. Chen (2016). Subdistribution Regression for Recurrent Events under Competing Risks: with Application to Shunt Thrombosis Study in Dialysis Patients. Statistics in Biosciences.
• B. Li. (2014). Nonparametric Marginal Analysis of Recurrent Events Data under Competing Risks. PhD Dissertation.

Talks

• Marginal Inference on Recurrent Events Data under Competing Risks. ERCIM Conference 2014, University of Pisa, Italy, 2014/12/06.
• Nonparametric Marginal Analysis of Recurrent Events Data under Competing Risks. University System of Taiwan-Statistics Conference 2014, National Chiao Tung University, 2014/05/24.

Education

• PhD, Statistics, National Chiao Tung University (2009 - 2014)
• BS, Industrial Engineering, National Tsing Hua University

Launched on 2016/09/10.