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Computer Science

Entrepreneur

Machine
Learning

Computer Engineering

Industrial Engineering

Duke 
University

Software
Engineering

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Project Experience

Mar. 2024 – July. 2024

Machine Learning Course

Sept. 2023 – Jan. 2024

Database Systems Course

Sept. 2022 – Jan. 2023

Artificial Intelligence Course

June 2022 – June 2023

Student Researcher

July 2021 – Dec. 2021

Coding 365 Program

Nov. 2025 – Dec. 2025

Algothrism Course

Nov. 2025 – Dec. 2025

ECE Course

Digital Logic Design: The Pong Project

Bridging the gap between code and hardware. This project demonstrates proficiency in Digital Systems Design by recreating the classic Pong experience using Verilog HDL. It features a full custom graphics pipeline and hardware-timed logic for a smooth, high-speed gaming experience.

Flight Path System

Improved feature engineering using temporal aggregation to assess San Fransico Crimal rate and resolution results

San Francisco Criminal Rate Prediction

Improved feature engineering using temporal aggregation to assess San Fransico Crimal rate and resolution results

Card Trading Website

A graph-based navigation engine that optimizes routes across 500+ airport nodes. Developed with a focus on algorithm efficiency, geospatial mathematics, and multi-constraint pathfinding.

AI Navigation

Utilized Python for pathfinding, obtaining efficient coverage by employing heuristic functions and optimization approaches. ​

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.

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.

© YuKai Huang, 2025

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