Tag: projects
Anime Rating Estimation & Leakage Analysis
I explored anime metadata and community ratings, then extended the coursework with a reproducible, explicitly AI-assisted evaluation and leakage audit.
- My role
- Course-project author; substantial Codex assistance in the later refactor
- Outcome
- Selected model: RMSE 0.4611 and R² 0.6233 on 1,943 held-out records; 38.6% lower RMSE than the mean baseline.
2026/11/3
Media Poster Wall: A Flutter Team Project
I collaborated on a Flutter course app that brings movies, television, documentaries, and music albums into one browsing interface.
- My role
- Two-person project with Xingjian (Peter) Zhang
- Outcome
- Delivered media browsing, paginated results, detail views, and persistent local favorites using Flutter and REST APIs.
2026/11/3
CPU Scheduling & Parallelism Simulator
Inspired by turn-taking in Texas Hold’em, I built a Python scheduling simulator and compared threads with processes on a CPU-bound workload.
- My role
- Student project author and classroom presenter
- Outcome
- Implemented FCFS, Round Robin, and Priority scheduling; explored 1, 2, 4, and 8 workers in concurrency experiments.
2026/11/3