CV

Education

06 2024 - Now: Research Assistant
- UC San Diego
06 2024 - Now: Research Assistant
- Beijing Information Science and Technology University
- Conducted literature reviews and benchmark reproductions on medical image segmentation of small organs.
- Experimented with solutions for better fine-tuning MedSAM model on specific tasks. (AAAI paper in progress)
09 2023 - 12 2023: Research Assistant
- MIT - Design Computation & Digital Engineering (DeCoDe) Lab
- Created a novel measure of performance for parametric generation models by training a surrogate model.
- Designed and developed a neural network model for bicycle dimension parameters prediction.

10 2023 - May 2024: Venture Technology Intern
- Plum Alley, Inc.
- Enhanced and modernized the official website using Webflow techniques with HTML, CSS, and JavaScript.
- Tailored the subscription features, including custom payment methods and real-time display of invested capital.
- Successfully deployed updates to the live site, available at https://plumalley.co/
08 2023 - 01 2024: Backend Software Engineer Intern
- UrsaTech, Inc.
- Developed backend APIs for an online evaluation system in TypeScript and Express.
- Manipulated MySQL database, used Postman and Mocha for testing, Swagger for documentation.
04 2023 - 08 2023: Frontend Software Engineer Intern
- UrsaTech, Inc.
- Developed a web application with a login system, QA feature, and a Unity-integrated code editor, with backend API integrations, using React, TypeScript, and CSS to align with Figma designs.
- Refactored function components to class-based structures, and incorporated a web-based code editor leveraging Microsoft’s Monaco Editor, featuring auto-complete, editable regions, etc.
- Integrated a Unity game into the web platform with an event-driven command sequence, established seamless communication by making key Unity functionalities accessible to React components.

Programming
- Python, Java, TypeScript, JavaScript, HTML, CSS, C++, MPI, OpenMP
Frameworks & Libraries
- PyTorch, TensorFlow, Scikit-learn, Pandas, NumPy, React, Node, Express, Flask
Database & Tools
- PostgreSQL, MongoDB, Docker, Kubernetes, GitHub Actions, Flask-RESTX