Quanling Xia

Sydney,NSW

Summary

A motivated student. Study and research experience are well matched to the requirements of this research project.

Very much hope to get this opportunity or have other opportunities to work with the project leader.

Huazhong University of Science and Technology

The research project I was involved in is data processing and analysis of gravitational wave detection satellites.
Gravitational wave detection satellites have gravity sensor devices. Due to interference from non-detection target factors, the detected data of these gravity sensors contain some outliers.
My job is to use polynomial regression method to fit the trend of the detection data. Use SSE to detect outliers and clean them up. Adjust hyperparameters, such as the number of iterations of polynomial regression and decision boundaries for outliers. After removing outliers, various interpolation methods are used to fill in the missing data. Finally, spectrum analysis is used to measure the data cleaning effect.

Participated in a personal entrepreneurial project, aiming to establish a guidance website for Chinese college students to learn school courses and skills on their own.
My current job is to conduct research and data analysis on existing similar websites or apps on the market.
The ongoing task is to obtain edX and coursera data on kaggle. Statistically analyze the schools and organizations that contribute courses on these websites, and the popularity of courses in different fields. And explore ways to use NLP to recommend more courses based on the courses users have studied.
In the next stage, information will be collected independently because the data on kaggle is not comprehensive.

HuaZhong University of Technology And Science

China

06.2022

The University of Sydney

Sydney, NSW

12.2025

Huazhong University of Science and Technology

HuaZhong University of Technology And Science

The University of Sydney