Li Yuan

Educational experience

Bachelor’s degree, School of Computer Science, University of Nanhua

Major: Medical Information Engineering

GPA: 3.48/4.0

September 2018 - June 2022

Project experience

School of Computer Science, University of Nanhua - National Innovation Project: September 2020 - June 2022

1. Data collection, 15 related papers and 12 related cases were collected;

2. Web crawler design, using Python language to design a well-structured web crawler, obtaining nearly 20,000 pieces of disease information from medical knowledge websites, and using the pandas library for data cleaning and format output;

3. System front-end and back-end design, the presentation layer uses CSS3 to design the web page framework, the persistence layer uses JDBC to connect to the Mysql database, the business layer uses Servlet to complete data interaction with the database, and uses Vue and ajax to process page logic.

School of Computer Science, University of Nanhua - National College Student Service Innovation Competition: March 2021 - September 2021

1. Data collection and processing, using a web crawler to crawl a total of 2,793 pieces of data product information, using the random forest algorithm to process missing data values, and continuously iteratively training until a stable estimated value is obtained;

2. Model parameter tuning, using the Adam algorithm to optimize the MLP model, and adding the L2 regularization coefficient, which improved the accuracy by 10% and shortened the average calculation time by 4s.

Project results: Third prize in the 12th China University Student Service Outsourcing Innovation and Entrepreneurship Competition.

Skills

Programming language:

Python, Java, C/C++,HTML/CSS, JavaScript, SQL 。

Other skills:

1. Machine learning, deep learning and image processing

2. Database search and analysis

3.Web applications and HTML web design

Honors

Scientific research competition: The third prize in the National Competition of the 12th China College Student Service Outsourcing Innovation and Entrepreneurship Competition, the second prize in the Central Regional Competition; the third prize in the Central and South Regional Competition of the 14th China College Student Computer Design Competition; the second prize in the Mathematical Modeling Competition of the University of Nanhua (top 8%).

Scholarships: Second-class scholarship (2 times/top 5%); Third-class scholarship (1 time/top 12%).

Honors: Outstanding Communist Youth League cadre of the school (top 3%); Outstanding student cadre of the college (2 times / top 3%); Outstanding Communist Youth League cadre of the college (top 5%); Excellent project team for C++ training (1/31); Excellent project team for Java practical training (1/31).

Translated from the original Chinese source.