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jimmyhe05/README.md
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Software Engineer · Full Stack Developer
CS @ UW–Madison → MSCS @ Boston University


👋 About Me

I am a Master’s student in Computer Science at Boston University with a strong focus on software engineering and full-stack development. I enjoy building clean, reliable systems and turning ideas into production-ready applications.

  • 🎓 MSCS @ Boston University
  • 🎓 BS in Computer Science @ University of Wisconsin–Madison
  • 💻 Interested in backend systems, full-stack development, and APIs
  • 📊 Currently working as a Machine Learning Research Assistant on a customer churn project
  • 🎯 Actively seeking Software Engineering Internships / New Grad roles

⭐ Featured Projects

🧙 Legends: Heroes & Monsters

Java | Object-Oriented Design | Game Architecture

A console-based RPG built with a strong emphasis on object-oriented design principles and extensibility.

  • Modular class hierarchies for heroes, monsters, and game mechanics
  • Turn-based combat, inventory management, and progression systems
  • Clean architecture with strong separation of concerns

🔗 Pinned repository


📊 Customer Analytics Platform (Capstone Project)

Full Stack Developer | React · Flask · PostgreSQL · Docker

A full-stack customer analytics platform developed as part of a UW–Madison × NUU Mobile capstone project, focused on delivering actionable insights through a responsive web interface.

  • Built RESTful Flask API endpoints to serve processed data from a PostgreSQL database, including secure authentication and optimized data serialization
  • Led frontend development in React, designing a responsive dashboard with interactive data visualizations for customer analytics
  • Worked in an Agile team environment, using GitHub and Jira for version control and sprint planning
  • Containerized application components with Docker and collaborated with NUU Mobile stakeholders to translate data requirements into product features

🔗 Pinned repository


Programming Languages

Python Java JavaScript SQL HTML5 CSS3

Frontend

React React Native Responsive Design

Backend Development

Flask RESTful APIs JWT OAuth

Databases

PostgreSQL SQLite Database Design

Tools & Cloud

Git Docker AWS Google Cloud CI/CD Agile/Scrum Jira

Data & ML (Foundational)

pandas NumPy Matplotlib scikit-learn

📌 I will be taking a formal Machine Learning course in the upcoming semester to strengthen my theoretical foundation.


💼 Experience

Machine Learning Research AssistantNUU Mobile Sponsored Research
May 2025 – Present

  • Developed reproducible Python and Jupyter-based analysis pipelines for customer churn research.
  • Focused on data visualization, preprocessing, and software support for applied ML experiments.

Full Stack DeveloperUW–Madison × NUU Mobile Capstone Project
Jan 2025 – May 2025

  • Built a full-stack web application from requirements to deployment
  • Implemented backend APIs, frontend features, and database integration

Student Team LeadRheta’s Market, UW–Madison
Nov 2021 – May 2025

  • Led student teams and coordinated daily operations
  • Developed leadership and communication skills in a fast-paced environment

🔗 Connect with Me


📊 GitHub Stats

GitHub Stats

GitHub Stats GitHub Stats


Building reliable, well-designed software systems with a strong engineering foundation

Pinned Loading

  1. legends-monsters-and-heroes legends-monsters-and-heroes Public

    Console-based Java RPG showcasing object-oriented design, clean architecture, data-driven content, and save/load.

    Java 1