Jun Jiang
I hold a Ph.D. degree in Data Science program at National University of Singapore.
My research interests involves robust optimization and machine learning with applications in operations management, e.g. inventory management and vehicle sharing.
I have been lucky to work with A/Prof. Zhenyu Hu, A/Prof. Long He and A/Prof. Zhaowei Hao.
I am now working as a data scientist (logistics algorithm) at Lazada, Alibaba Group, and in the job market of 2023-2024.
Research Interests
Decision Making under Uncertainty
Machine Learning
Inventory Management
Vehicle Sharing
Education
PhD in Data Science 2018-2022
National University of Singapore
MSc in Supply Chain Management 2016-2017
National University of Singapore
BSc in Industrial Engineering 2008-2012
South China University of Technology
Research
“Robust Vehicle PreAllocation with Uncertain Covariates”, with Zhaowei Hao, Long He, Zhenyu Hu. Production and Operations Management. 29(4): 955-972. 2020.
“Robust Capacity Planning with General Upgrading”, with Zhaowei Hao, Long He, Zhenyu Hu. Under Second-Round Review.
“An O(n) Algorithm for Robust Capacity Planning with Product Substitution”, Zhaowei Hao, Long He, Zhenyu Hu. In Preparation for Submission.
“Robust Capacity Management with Multiple Demand Classes”, with Long He, Zhenyu Hu. In Preparation for Submission.
“A Value-network Based Approach for Online Allocation”, with Long He, Zhenyu Hu. Work in Progress.
“A Virtual Booking Scheme for Two-sided Platform”, with Bomin Bian, Long He, Zhenyu Hu. Work in Progress.
Teaching
Instructor for Sentiment Analysis in Social Media (PhD-teach-PhD Workshop) Jan 2020
Please check the teaching materials here.
Teaching Assistant for Foundation in Business Analytics (MSBA. Instructor: Long He ) Fall 2020
Working
Data Scientist (Logistics Algorithm) Jul 2022-Now
Lazada, Alibaba Group Singapore
Research Assistant Dec 2016-Jan 2018
Department of Analytics & Operations, NUS Singapore
Operations Associate Oct 2013-Jul 2014
Midea Group Purchasing Center China
Contact
Email: jiangjun@u.nus.edu
Address: #19-86, 70 Redhill Close, Singapore 150070