About Me
I'm a Master of Software Engineering student at UC Irvine with a passion for building scalable software solutions. I have experience in full-stack development, machine learning, and cloud technologies. Currently working at AWS as SDE intern.
Education
University of California, Irvine
Master of Software Engineering
2024 - 2025 | Irvine, CA
National Chengchi University
Bachelor of Science in Management Information Systems
2019 - 2023 | Taipei, Taiwan
Experience
Software Development Engineer Intern
Amazon Web Services (AWS)
Summer 2025 | Seattle, WA
Built scalable ETL pipeline with PySpark and Glue to consolidate multiple data sources for near real-time monitoring on AWS QuickSight.
Improved AWS Athena query performance by implementing optimized S3 partitioning and query tuning techniques.
Software Engineer Intern
Raydium Semiconductor
Summer 2024 | Hsinchu, Taiwan
Developed a lightweight depthwise CNN (0.06MB, 14K params, 18.46M MACs) for touchscreen environment classification, achieving 94% accuracy on 71K samples using PyTorch.
Optimized model with 2D-to-1D reshape and pruning, reducing parameters by 17% and MACs by 52% with only 1% accuracy loss, enhancing hardware deployment feasibility.
Technical Sales Specialist Intern
Intel
2022 - 2023 | Taipei, Taiwan
Created Python Dash applications for Datacenter and AI design-win project tracking and automated data analytics, reducing reporting time from 4 hours to 1 second.
Introduced High-Bandwidth Memory (HBM) to the media and professionals on Intel Innovation, demonstraing related benchmarks of 4th generation Xeon Scalable processors
Software Projects
Versus
Next.js, FastAPI, Docker, PostgreSQL
A full-stack platform for tracking 1:1 games and sports results with win-rate analytics and league features.
View on GitHubApache Cassandra CQL Test Suite Enhancement
Java, JUnit, JaCoCo
Enhanced testing framework for Apache Cassandra, improving code coverage from 29% to 60% with automated CI workflows.
View on GitHubSitting Posture Recognition System
Python, OpenCV, MediaPipe, TensorFlow/Keras
A real-time sitting posture detection system using computer vision and deep learning. Achieves 97.78% accuracy in posture classification with VGGNet16 architecture and provides audio alerts for poor posture.
View on GitHubWriting
I occasionally write about my software engineering learning experiences and life on Medium.
Summer 2025 Intern Summary
從退伍後的 5 月開始投遞實習申請，直到 3 月順利上岸，這段找工作的旅程中受到許多人的幫助，所以想寫篇總結表達感謝。同時也記錄下 2025 年的求職狀況，希望能幫到未來幾年想在美國找工的學弟妹們。
March 2025
Running Official Llama 3.2 on M1 Mac
From model download to local deployment: Setting up Meta's official release with llama.cpp and Hugging Face convert tool.
October 2024
Hacking OWASP Juice Shop—Beginner Experience
This article details my hands-on lab experience with OWASP Juice Shop, an intentionally vulnerable web application designed for security training.
March 2025
Skills
Languages
Java, Python, JavaScript, TypeScript, R, SQL
Web Development
React, Node.js, FastAPI, Django, Flask, HTML, CSS
ML & Data Science
PyTorch, TensorFlow, NumPy, Pandas, Scikit-learn, OpenCV, Keras
DevOps & Databases
Git, Docker, CI/CD, AWS, PostgreSQL, MySQL, MongoDB, DBeaver, Linux, Unix Shell
Beyond Work
When I'm not coding or studying, I enjoy:
- Watching anime and Netflix
- Playing badminton and basketball
- Playing mahjong with friends
- Working out and trying to gain muscle