Projects
Power Anomaly Detection for Mars Rover
Python, scikit-learn, Pandas, NumPy, SciPy, Matplotlib, Seaborn, Jupyter
Supervised Learning | November 2025–December 2025
github.com/romandidomizio/space-autonomy- Built an anomaly detector for NASA Mars rover power telemetry; handled 2% class imbalance to achieve 1.0 PR-AUC
Mancala AI Agent
Python, Minimax, Alpha-Beta, aima-python, Jupyter
Introduction to AI | October 2024–December 2024
github.com/lugo7099/Mancala.git- Implemented Mancala agents with a custom heuristic; reached 97% (Minimax) and 99% (Alpha-Beta) win rates vs baseline
3D UFO Adventure
C, OpenGL, GLUT/GLU
Computer Graphics | September 2024–December 2024
github.com/romandidomizio/3D-UFO-Adventure.git- Developed a real-time 3D scene with a controllable UFO, third-person camera, textures, dynamic lighting, and visual effects
Property Predictor
GitHub Repo LinkTechnologies: Python, Pandas, Seaborn, Scikit-learn, Matplotlib, Plotly
- Engineered and cleaned a dataset of 500,000+ property records, leveraging Python and data science libraries.
- Built and evaluated regression models with Scikit-learn, addressing biases for fair predictive analysis.
Mountain Hike Planner
GitHub Repo LinkTechnologies: Java, JavaFX, Jackson
- Designed an interactive Java desktop app for hikers to customize gear selection using JavaFX and Jackson.
- Applied Singleton, Factory, Observer, and Strategy patterns, with unit and BDD testing ensuring 80% code coverage.
A Love Letter to Love Letter
GitHub Repo LinkTechnologies: Python, Flask, PostgreSQL, JavaScript, HTML/CSS, Agile (Scrum), GitHub
- Developed a full-stack web-based card game using Python, Flask, PostgreSQL, JavaScript, and HTML/CSS.
- Collaborated with a team using GitHub, Trello, and Agile (Scrum) for development and project management.
Dungeon Escape
GitHub Repo LinkTechnologies: C++
- Developed a terminal-based C++ dungeon escape game with randomized levels, treasure encounters, and enemy AI.
- Achieved 100% error-free code through rigorous testing and GDB, demonstrating proficiency in C++.
Personal Website
GitHub Repo LinkTechnologies: HTML, CSS, JavaScript
- Built this personal website to showcase my projects, education, and experience.
- Demonstrates my proficiency in frontend web development and design.