Open to Opportunities 🚀

Actively seeking roles for software engineering.

About Me

I’m Sophie (Chih-Yu) Huang, a Master of Engineering student in Electrical & Computer Engineering at UIUC. My research focuses on computer vision and deep learning models, and my previous internships include building ADAS solutions and object detection pipelines.

Projects

Predicting Imminent Road Collisions Using 3D-CNN (2025)

Custom PyTorch 3D-CNN with accident prediction.

📄 Article

Movie Locations Mapping & Trip Planning (2025)

Angular + Node.js + Google Maps API + MySQL to visualize 500+ filming locations globally.

QR Code Scanner & Inventory Management App (2025)

Flutter + MySQL + cross-platform app with QR-code asset tracking.

📄 Article

Image-Based Geolocation Estimation using CNNs (2024)

ResNet50 CNN + PyTorch + spatial partitioning, scene classification, multi-scale learning.

📄 Article

Thermal Imaging Object Detection and HUD Warning Interface (2024)

YOLOv8 for Forward-collision Warning Systems in different weather up to 2 hrs.

Task Management System (2024)

Django + MySQL + web app for task management.

Traffic Data Processing and Flow Analysis (2023)

D3.js + Plotly interactive dashboard to visualize and to predict traffic congestion.