S&P 500 Quant ML Dashboard
An end-to-end stock-selection pipeline with leakage-aware walk-forward validation, out-of-sample backtesting, and factor analysis.
Projects
Selected projects
Siamese Masked Autoencoder Reproduction
Self-supervised visual correspondence learning across temporally separated video frames.
Deep Learning Practical Assignments
Experiments in self-supervision, semi-supervision, model bias, and visual explanation.
Taiwanese Food Classification App
An EfficientNetV2-based classifier for 101 Taiwanese food categories with Top-5 predictions and a user feedback loop.
Camera-Based Self-Driving Robot
A vision-to-control lane-following pipeline for a ROS-based mobile robot.