Dates: Jan. 2024 - Dec. 2024 Description: - [Final report] Collaborated with a team of 6 and California State University, Bakersfield to develop a GraphRAG-based news analysis tool, enabling efficient insight extraction from large datasets and reducing manual effort in social science research.
- Pre-processed and generated QA pairs on news articles data to fine-tune GPT-4o-mini within the GraphRAG framework.
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Dates: Jul. 2024 - Oct. 2024 Description: - This project introduces a novel audio-query-based source separation approach, leveraging the Band-Split Mamba model and advanced latent diffusion techniques to overcome the limitations of traditional source separation methods.
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Dates: Jul. 2024 - Nov. 2024 Description: - Advanced to the contest semifinals by building a digital transaction platform for agricultural goods in 2 months using TypeScript (React), Node.js, and MongoDB, deployed via Render and Vercel.
- Developed a Selenium web crawler for real-time vegetable prices to optimize fertilizer ratios for carbon reduction.
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Dates: Sep. 2022 - Dec. 2022 Description: - This project presents a simplified traffic flow simulation focused on the Taipei Dome Area. Using the NetLogo environment, this model aims to simulate and analyze traffic dynamics under various scenarios.
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