You can call me Boy, as it sounds similar to my Chinese name.
M.S. Computer Science student at National Cheng Kung University, researching packet classification in CIAL (Computer & Internet Architecture Lab). Outside the lab, I build backend and AI agent systems at hackathons and contribute to open source.
- π Expected graduation: August 2027 Β· Available to start: September 2027
- π€ Website: matthiola.dev
- π« How to reach me: matthiola020@gmail.com
- M.S. in Computer Science β National Cheng Kung University, Tainan, Taiwan
- Expected Aug 2027
- B.S. in Interdisciplinary Program of Sciences β National Tsing Hua University, Hsinchu, Taiwan
- 2025
- π₯ First Aid Copilot β Third place, Google track, 2026 Hsinchu x Meichu Hackathon
Five of us built it in about 30 hours. I owned the rules and data side: a Python rule engine that chooses the first-aid steps, AED open-data ingestion with route estimates and automatic reassignment, and the PostgreSQL data layer. - MAXi β Finalist, AIWave: Taiwan Generative AI Applications Hackathon
I built the multi-agent war room, where six agents run concurrently on Amazon Bedrock and stream results over Server-Sent Events. - BitoGuard β Finalist, Agent for Truth: Disinformation Defense Hackathon
I built the FastAPI backend, the React and D3.js risk dashboard, and the AWS design around my teammates' LightGBM model.
- β
Merged β sysprog21/codetrial#86: Add ordered Gemini credential failover
codetrial is a live technical-interview simulator written in Rust. I added an ordered list of Gemini API keys, so when a key is rejected or runs out of quota, the interview moves to the next one and stays in its LiveKit room. The PR also adds shared cooldowns, bounded retries, and unit and integration tests.
Packet classification, traffic classification, and ML/RL-assisted network systems, with an emphasis on latency, classifier selection, and reproducible performance evaluation.
- Languages: C++, Python, Rust
- Systems: Linux, networking, concurrency, performance benchmarking
- Cloud and web: AWS, React
- Tools: Git, Docker, GitHub Actions, CMake
- ML: PyTorch, Ray
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