EDUCATION

  • Undergraduate: New York University Shanghai, Shanghai, China Major: Mathematics and pursuing Data Science major Math Courses: complex variable, honor analysis, Discrete Mathematics, Networks and Dynamic, Mathematics of Finance, Numerical Analysis, mathematical modelling on stochastic processing and stochastic integral Data Science Courses: Data Structure, Econometrics, Databases, algorithm, machine learning

  • Master: Columbia University, New York, US Major: Biostatistics Courses: Data Science, Probability, Biostatistics Methods, Into to Epidemiology, Into to Public Health.

RESEARCH EXPERIENCE

Identifying five prime UTR from massive data

Advisor: Zhenhai Zhang, professor at medical school, Southern Medical University

  • Developed a program to identify V gene and Leader gene to measure length of five prime UTR
  • Collected statistical data of specific antibody sequences using bio-python.
  • Analyzed more than 30,000 sequences, finding out the length of five prime UTR is in normal distribution.

Analyzing emotions in live comments

Advisor: Renyu Zhang, Assistant Professor of Operations Management, NYU Global Network

  • Applied Nature Language Processing (NLP) to analyze on-screen live comments on Bilibili (Chinese version of Twitch) to evaluate the audience’s emotional responses.
  • Used web crawler to capture live comments and their time stamps from the website
  • Selected cyber slang from large amount of comments and assigned numerical values to emotional words based on repeated experiments.
  • Calculated the values of the emotional responses based on live comments as a description of audience’s instantaneous reactions

Finding the area of para-carcinoma tissue

Advisor: Yanxin Luo, Professor at medical school, SYSU

  • Established a LASSO regression model to identify the area of para-carcinoma tissue based on the analysis of important features such as gray level co-occurrence of CT and MRI
  • Used 3D-slicer and pyradiomics analyze CT and MRI images

WORKING EXPERIENCE

Internship in Tencent AI Lab, Shenzhen, China

  • Applied 3D-resnet and MLP to build survival model to analyze and predict the survival periods of patients with colorectal cancer.

Learning Assistant for Calculus, Academic Resource Center, New York University SH

  • Organized pre-course review session with more than 60 students
  • Provided individual tutoring for 100 students.

Intern in Intestinal Cancer Research Laboratory, The sixth affiliated hospital of Sun Yat-Sen University

  • Collected and summarized experimental data.

SKILLS

  • CS programming: python, R, Matlab
  • English: TOEFL: reading 26, listening 28, speaking 23, writing 23 GRE: quantitative 169, verbal 153, writing 3.5