03

Project

Activity

CH3. My Projects

- the journey of coding...

Background visual for the mini-SWE-agent coding agent project

AI Coding Agent: mini-SWE-agent

09/2025 - 12/2025

Extended a lightweight coding agent into a multi-tool control-loop system framework with read/write, pattern search, multi-file scan, task planner, and external retrieval tool calling.

View on GitHub

Background visual for the Multi-Agent Debate legal reasoning project

Multi-Agent Debate for Legal Reasoning

09/2025 - 12/2025

Implemented a multi-agent legal-QA system that improved LLM accuracy on MMLU-Pro (law) using RAG and IRAC-structured prompting.

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Test Genie

09/2024 - 12/2024

A web application that helps students prepare for exams by using AI to generate practice tests and lecture summaries from uploaded materials.

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Shunxing

01/2022 - 06/2022

A project to introduce a local community's self-made board game, help promoting their community during a local community evaluation contest.

shunxing-game.web.app

Kyle's Portfolio

12/2023 - 01/2024

A platform serves as an art portfolio website of an artist, in order to showcase his artworks to the viewers.

kyle-shao.web.app

Lawstudio

02/2024 - 05/2024

A responsive blog website built with Vue that is tailored for a legal content creator to publish, manage, and share law-related articles with a professional audience.

lawstudio.tw

Squarathon

12/2021 - 01/2022

A game developed entirely in Python with the Pygame module as a project in high school. Furthermore, also employed AI to train a model to master the game.

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MLR Divorce Prediction

12/2023

Utilized the Marriage and Divorce Dataset to develop a linear regression model, aiming to accurately predict the rate of divorce per thousand people.

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