CV
Mass Spectra Image Recognition Prototype
A medium-sized prototype that extracts peak candidates from mass spectra screenshots and connects rule-based parsing with CNN / Transformer upgrade interfaces.
PythonOpenCVJavaScriptCNNTransformerGitHub Pages
Contribution: Organized the work into three inspectable packages: rule-based extraction, public browser demo, and CNN / Transformer upgrade interface, without overstating model reliability.
Two-week prototype retrospective, 2026Medium Research Prototype
A reserved lab project space for documenting background, goals, experiment progress, and future results.
PythonPyTorchExperiment LogsResearch Notes
Contribution: Build a clean structure for iterative research tracking without overstating results.
2026 - PresentResearch System
AI
CNN & Transformer Visual Study
A staged deep-learning study that starts with an MLP Fashion-MNIST baseline before moving toward CNN and transformer-based vision notes.
TensorFlowKerasMLPCNNMatplotlib
Contribution: Started with a reproducible Fashion-MNIST MLP baseline and documented loss, accuracy, confusion cases, and honest limitations before moving to CNN.
2026Foundation to Intermediate
CV
Computer Vision Detection Notes
A structured knowledge base for object detection, metrics, datasets, and model implementation details.
YOLOOpenCVPyTorch
Contribution: Turn scattered reading into a searchable long-term CV reference.
2026Intermediate
Algorithm
Algorithm Practice Archive
A personal archive of data structures, graph algorithms, dynamic programming, and problem-solving templates.
C++PythonMarkdown
Contribution: Organize practice by reusable patterns instead of isolated answers.
2026Foundation
Engineering
YU-HAN-ZOU Personal Archive
This website: a long-term home for research logs, technical notes, project records, and personal growth timeline.
Next.jsTypeScriptTailwind CSS
Contribution: Create a maintainable information architecture for future internship and research presentation.
2026Production-ready Starter