Background
Greetings! I am currently a third-year undergraduate student in the Faculty of Engineering at The Chinese University of Hong Kong. My research interests lie at the machine learning, computer vision, and natural language processing.
Research
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Investigating Cultural Bias in Multilingual Pretrained Language Models
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This project focuses on investigating cultural bias in ChatGPT responses by designing a dataset with questions and answers from various cultures and languages.
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VBMH - Virtual Background Matting for Multi-Human Video Conferencing with Privacy Preservation
A deep learning-based solution focused on virtual background matting in multi-human video conferencing scenarios, emphasizing privacy preservation and attention mechanisms.
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Radio Modulation Classification Using Machine Learning and Deep Learning Techniques
A project focused on radio modulation classification using machine learning and deep learning techniques, specifically CNN, to verify the identity of transmitters and enhance authorization systems in wireless communications.
Project
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Reinforcement Learning in Pacman Game Development with Pygame
AIST1110_Project is a Pacman game built with Pygame, featuring Reinforcement Learning, multiple maze layouts, and a training mode for an AI agent.
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An Information Theory-based Wordle Solver with Interactive Demo and Bot
ESTR2018_Project is a Wordle solver based on information theory, with an interactive notebook, a Wordle bot, and support for the game's "Hard Mode."
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Audio Signal Analysis and Simulation using Discrete Fourier Transform and Fast Fourier Transform
ESTR1005_Project explores DFT and FFT applications in audio analytics, including signal simulation in Scilab, and mapping frequencies to piano keys.
Leadership & Competition
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Goldman Sachs APAC Women's Trader Academy
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Engaged in an intensive training program aimed at understanding the role of being a trader at GS, and gained trading skills through vendor-led training and market-making.
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2022 WQBRAIN Global Alphathon
Achieved the gold medal in the individual competition, and the team ranked 2nd in the Asia-Pacific region and 19th worldwide.
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2022 BAIN Case Competition
Proposed brand expansion plans for Heytea Bottle, and used think-cell to integrate team members' opinions and complete the PowerPoint.
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2022 L'Oréal BRANDSTORM
Designed beauty products based on plasma technology for the tech track, and was responsible for product development, market evaluation, and PowerPoint revision.