Education

University of Waterloo, Canada Sep.2021 ~ Dec.2022(Expected)

  • M.Eng. student, Electrical and Computer Engineering
  • Software Engineering track

Shanghai University of Finance and Economics(SUFE), China Sep.2017 ~ Jun.2021

  • Honors B.Eng., Computer Science | Minor in Economic Statistics
  • Major GPA: 3.32/4.0 | Average Score:83.04/100

Skills

  • Languages: Java, Python, JavaScript, HTML, CSS, Kotlin, R
  • Framework/Library: ReactJS, Meterial UI, Jetpack Compose, Node.js, Numpy, Pandas
  • Database: MySQL, Neo4j
  • Tools: Linux, Git, AWS

Internship

SUFE Data Clinic, Shanghai —MLE Intern Jun.2020 ~ Sep.2020

  • Participated in the project of Floor Defect Detection for a Floor Company, using labelImg to label the raw images
  • Conducted the detectron2 framework on the server, compared the results of three models: SSD, Faster-RCNN, and YOLO, chose Faster-RCNN for detection with an FPN structure. After adjusting the parameters, the AP reached 0.48

Guotai Junan Securities Co., Ltd, Shanghai —Quantitative Analyst InternDec.2019 ~ Mar.2020

  • Conducted the quantitative weekly reports and data collection of quantitative factors independently
  • Utilized WIND and iFinD data terminal to collect data, and used multiple regression to verify the significance of the factors

VeChain Tech, Shanghai —Data Analysis Intern Apr.2019 ~ Oct.2019

  • Acquired main network information from the server, analyzed the data and made weekly reports
  • Classified the addresses of digital currency exchange via machine learning based on characteristics of transaction frequency and amount, and predicted the new address types

Project

Product Launch Analysis Based on Amazon Review Mar. 2020

  • Used Latent Dirichlet Allocation to extract the commodity characteristics discussed in 50,000 comments, and drew the word cloud
  • Quantified the emotional tendency in the reviews by byte-level multiplicative LSTM trained on Amazon reviews. Studied which product functions are more popular with consumers
  • Won Honorable Prize in Mathematical Modeling Contest of American College Students

Honors & Awards

Second-Class People’s Scholarship (3/45) SUFE, May 2021
Shanghai Blockchain Application Competition of College Students, Second Prize Oct.2020
Mathematical Contest In Modeling, Honorable Mention (Top 15%) May 2020
Contemporary Undergraduate Mathematical Contest in Modeling, National 1st Prize (Top 1.5%) Nov.2018
Excellent Student of Shanghai University of Finance and Economics (2/45)SUFE, Sep.2018

Service

Volunteer of the 1st China International Import Expo Oct.2018
Minister of Academic Department in SUFE Student’s Union SUFE, Jun.2018 ~ Jun.2019