Education
- Georgia Institute of Technology – Master’s degree in Computer Science
- Courses Machine Learning, Deep Learning, Machine Learning for Trading, Data & Visual Analytics, Algorithms, Software Development Process, Computer Networks, Database System Concepts & Design, Big Data Health, Game AI
- Graduation August, 2020
- Texas A&M University – Master’s degree in Mathematics
- Walter E. Koss Endowed Fellowship ($8628 and in-state tuition)
- Graduation May, 2019
- Beihang University – Bachelor’s degree in Mathematics
- Hua Loo-Keng Mathematics Class (Honored Program of Mathematics)
- Mathematical Contest in Modeling (Honorable Mention, Top 19% Worldwide)
- Graduation July, 2018
Projects
- TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records
- Machine Learning for Trading
- PTE: Predictive text embedding through large-scale heterogeneous text networks
- Visualization of text embedding and interactive plotting based on input using D3
- Database System for Vehicle Reselling Business
- Course project of DB Sys. Concepts & Design at GaTech
- Design a database where vehicles information, transactions and users are stored
- Write up a website in PHP for database access
- R package: Bayesian Analysis Problem Driven
- Course project of Computational Statistics at Texas A&M University
- Generate posterior distribution automatically
- Given parameters, do Montecarlo approximation
- Show comparison of variables that two distributions produce
- Computational Statistics
- Optimization in Deep Learning
- Graduation presentation at Texas A&M University
- Summarize different methods used in optimizing Neural Networks
- Dig into the Mathematical theory behind optimization methods used in training Neural Networks
- Deep Learning
- Travelling Sales Man
- AHC
- Software Development Process
- Software Development Process Team Project
- Yelp for Chinese
Research History
Topic Methods in Belief Revision Combined with Crowd Intelligence
Time August, 2016 – June, 2017
Location State Key Laboratory of Software Development Environment, Beijing, China
Director Dr. Rong Ding
- Using belief revision, help implementing crowd intelligence
- Realizing crowd intelligence bot, a Q&A system
Paper
Title CI-Bot: A Hybrid Chatbot Enhanced by Crowdsourcing
Co-authors Xulei Liang, Rong Ding, Mengxiang Lin, Lei Li, Xingchi Li, Song Lu
Time July, 2017
Conference APWeb and WAIM Joint Conference on Web and Big Data
Technical Strength
Python, C, C#, Java, SQL, UML, HTML, CSS, MATLAB, R, bash, JavaScript
Unity, Hadoop, Spark, Pig, D3, Agile software development process, test driven development