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Project Experience
Mar. 2024 – July. 2024
Machine Learning Course
San Francisco Criminal Rate Prediction
Improved feature engineering using temporal aggregation to assess San Fransico Crimal rate and resolution results
Sept. 2023 – Jan. 2024
Database Systems Course
Card Trading Website
Developing a robust card trading platform that responds to the varied requirements of card game communities across the globe.
Sept. 2022 – Jan. 2023
Artificial Intelligence Course
AI Navigation
Utilized Python for pathfinding, obtaining efficient coverage by employing heuristic functions and optimization approaches.
June 2022 – June 2023
Student Researcher
Reinforcement Learning in Multi-Input Multi-Output Semiconductor Process Control
Developed and validated a novel deep reinforcement learning model for multi-input multi-output (MIMO) semiconductor processes, specifically improving chemical-mechanical polishing (CMP) wafer surface uniformity and minimizing production costs.
July 2021 – Dec. 2021
Coding 365 Program
Stock Price Prediction
Formulated predictions for the Taiwanese stock market by employing comprehensive data analysis, training, and evaluation methodologies.
Movie List Web Application
A web application was created to facilitate the perusing and searching of movies, utilizing the AlphaCamp API. Implemented capabilities for viewing movie details, conducting searches by title, and saving preferences to local storage.
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