EDUCATION
Southern University of Science and Technology (SUSTech)
Shenzhen, China
B.Sc. in Data Science and Big Data Technology, GPA: 3.89/4.0, Major GPA: 3.95/4.0
Aug. 2021 - Jun. 2025 (Expected)
Awards: 2nd Class Scholarship of Zhicheng College (Top 10%, 2022 & 2023), Elite Student in Dept. of STAT & DS
Relevant Courses: Computer Vision, Data Structures & Algorithm Analysis, Data Science Practice, Big Data Analysis Software & Application, Computer Programming, Multivariate Statistical Analysis, Mathematical Analysis
Stony Brook University
Stony Brook, NY, USA
Exchange Student, GPA: 4.0/4.0
Aug. 2023 - Dec. 2023
Relevant Courses: Data Analysis, Data Mining, Foundations of Machine Learning, Introduction to Visualization
PROJECTS & INTERNSHIP
Exploiting Offline Dataset to Improve Online Bandit Learning Efficiency with Relative Feedback
Shenzhen, China
PI: Prof. Fang Kong, SUSTech
Sep. 2024 - Apr. 2025
Conducted a comprehensive literature review on the state-of-the-art bandit algorithms, focusing on estimating model parameters using offline stochastic data for online preference feedback by accommodating the LinUCB algorithm.
Proposed several algorithmic approaches and conducted regret analysis, mathematically demonstrating that the offline dataset can effectively reduce regret within the proposed algorithm framework.
Delivered a seminar presentation on stochastic linear bandits based on Bandit Algorithms [Tor Latimore et al, chapter 19].
Student Intern
Jun. 2024 - Aug. 2024
Scraped 20,000+ uncopyrighted videos from several websites (Pikwizard, Vecteezy, Mazwai, etc.) through Beautiful Soup using Python; designed a video filtering algorithm to select the videos with flat surface, camera in motion from the dataset for product demonstration in various environments, and classify them into several predetermined categories.
Enabled the migration of two key business operations (3D Modeling and Digital Human) to the cloud by configuring a robust Python environment, replacing legacy on-premises systems.
Developed a cloud scheduling system to implement the company's 3D Modelling and Digital Human solutions, reduced back-end operational expenses by implementing elastic GPU deployment instead of engaging in long-term leasing.
Nature Index Periodicals: A Comparative Analysis of Impact and Innovation in Publications
Shenzhen, China
PI: Prof. Yifang Ma, SUSTech
Jun. 2022 - Aug. 2023
Collected 21,848 journal information from over 10 million papers from the Web of Science and a private database, featuring paper indexes like conventionality, hit5, hotspot, and novelty.
Visualized KDE plots for over 1.5 million papers in NI and non-NI journals with similar journal impact factors in the same field, finding that NI journals do not exhibit an advantage in novelty.
Analyzed the affiliations and publications in NI and non-NI journals, concluding that NI journals tend to favor works from institutions in the U.S. and Europe. Suggesting either a limitation in the Nature Index's ability to differentiate highly influential journals or an inherent bias in the selection practices of publishers.
SKILLS & MISCELLANEOUS
Programming: Python, R, Java, C/C++, HTML/CSS/JavaScript, Hadoop & Spark
Language: Mandarin (native), English (proficient), Spanish (Basic)
Social Work:
• Assistant Instructor for SUSTech Youth Rock Climbing Course
Jan. 2024
• Student Assistant in Student Affairs Center, SUSTech
Jun. 2022 - Aug. 2022
• Contributed Over 80 Hours of Volunteer Service Across Diverse Activities and Organizations
Interests: Rock Climbing (SUSTech’s Rock Climbing Team), Badminton (Zhicheng College’s Badminton Team), Hiking.