Since I was a kid, I've always held a passion for building things like Gunpla and Lego Mindstorms, which naturally evolved into a keen interest in coding and building projects. I love the satisfaction that derives from solving software's issues, and challenging myself through problem solving. Whether it’s working on personal projects or collaborating with others, I’m excited about the endless possibilities that technology offers!

I'm expected to graduate December of 2026, and I'm currently passionate about diving into both Software Engineering and AI/ML. I’ve worked with technologies like Python, Java, React, Node.js, Docker, Firebase, and I enjoy building full-stack apps, experimenting with ML models, and optimizing backend systems.

• 🔭 I’m currently working on Karaoke Convertor

• 📫 How to reach me edwinyue115@gmail.com

• ⚡ Fun fact I enjoy building Gunpla in my free time!

• Designed and implemented full frontend UI for wildfire detection app with live webcam and image-based analysis
• Incorporated real-time RNN model for fire risk prediction, and live weather and air quality data
• Integrated multilingual chat system, supporting 6 languages and voice and text input
• Guided tech discussions, selecting Vite and React.js for simplicity, Python for libraries, AstraDB for backend, and ShadCN for UI

• Developed an AI tool that utilizes OpenCV and Mediapipe to leverage a laptop webcam, generating real-time body diagrams
• Calibrated dynamic joint-angle thresholds, ensuring proper exercise form and preventing injuries caused by improper movement
• Guided tech discussions, selecting Python’s OpenCV and MediaPipe for computer vision, and React.js for lightweight hosting

• Implemented secure authentication with role-based access, enabling customers and admin sign-in and permission control
• Built menu and user manager for admins, and customer ordering interface with Java Swing, streamlining inventory and checkout
• Spearheaded project execution amid unforeseen challenges by breaking down goals, delegating tasks, and establishing deadlines
• Utilized Java for its object-oriented design, robust memory management, and extensive libraries

• Created a calorie-aware inventory tracker, designed to assist individuals with specific dietary needs and track nutritional intake
• Engineered recipe matching feature by comparing pantry inventory with user generated recipes, enabling efficient meal planning
• Utilized React.js for streamlined frontend development and Firebase for efficient backend management