Xinyu (Cindy) Zhang
I am currently a master student in Data Science at Boston University, with an expected graduation date of Dec. 2024. I obtained dual Bachelor's degrees in Data Science and Economics from University of International Business and Economics, China. I'm driven by a passion for applying Generative AI across diverse fields to tackle real-world challenges. I have a keen interest in NLP and am passionate about processing and analyzing textual information. I am proficient in fine-tuning large language models using LoRA, including models like Gemma and LLaMA, which I have successfully applied in multiple Kaggle competitions. I am currently working with Professor Iddo Drori and Professor Dokyun Lee, focusing on research in Generative AI.
Portfolio
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Metric Voting
Math
Comparison of Different Randomnized Voting Algorithms
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Gender Bias in LLMs
LLMs
Exploring the Gender Bias in LLMs (ChatGPTs, Gemini)
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Auto Subtitle Generation
LLMs
Generating Subtitles for Videos using fine-tuned models
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Solving Math Problems with LLM
LLMs
Solving phd level RA problems using fine-tuned ChatGPT
Blog
- 2024-05-01» Voting
- 2024-04-30» Subtitle
- 2023-12-28» Gender Bias
- 2023-12-10» Real Analysis
- 2020-07-07» Overview Post