Security-focused Data Analyst & Software Developer | Specialized in Malware Detection, Data Mining, and Android Development
Timeline
M.S. in Applied Security and Analytics
University of Findlay, Ohio
Anticipated Dec 2025 | GPA: 3.92/4.0
- Capstone project: Malware detection using machine learning
- Key courses: Data Mining (R), Data Visualization (SQL), Secure Coding (C++)
- Honors: Phi Kappa Phi (Top 10%), Dean's List Spring 2023
B.S. in Information Management
National Taipei University of Business
June 2021 | GPA: 3.60/4.0
- Key courses: Database Management (SQL), Machine Learning & Deep Learning
- Award: Moral Education Excellence Award
Research Assistant
University of Findlay
Aug 2023 – Present
- Performed statistical analyses (ANOVA, Chi-Square, T-tests) on academic datasets
- Applied ML techniques (clustering, scikit-learn, pandas) to identify peer institutions
- Developed PowerApp for collecting withdrawn student experiences
- Visualized data with Power BI and Excel
- Organized VR setup for 300+ high school students at Career Expo
Android Application Developer
Times Transform Taiwan Co., Ltd.
Feb 2021 – Aug 2022
- Developed full B2C e-commerce Android platform (Kotlin & Java)
- Collaborated with UI/UX designers and backend developers
- Applied Agile (Scrum) practices and code reviews via GitHub
- Ensured database integrity and queries using SQL
Projects
Malware Detection Using Deep Learning
Binary classification using CNN-LSTM & PyTorch.
Phishing Detection Using LLMs
LangChain + Ollama pipeline for phishing intent classification.
Android E-Commerce App
Full B2C Android app built in Kotlin + REST API backend.
Skills & Tools
Data Analysis & Machine Learning
Dashboarding & Visualization
Software Development & DevOps
Large Language Model Toolkits
Presentations & Conference Participation
Generative AI & Its Impact on Existing Phishing Detection
Ohio Information Security Conference, Dayton, OH | March 2025
Conducted comparative analysis of supervised learning models on AI-generated phishing emails using LLMs (Mistral) and LangChain to enhance security insights.
CERIAS Annual Security Symposium
Purdue University, West Lafayette, IN | April 2024
Engaged with cybersecurity professionals on trends and emerging technologies in information security.
Information Assurance Forum
University of Findlay, Findlay, OH | September 2023
Participated in sessions focused on information security and assurance practices.
Contact Me
I’m open to opportunities in cybersecurity, data analysis, and software development. Feel free to reach out!