Projects
Mars Curiosity Rover Anomaly Detection

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
AI Mancala Output Image

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

Property Predictor

GitHub Repo Link

Technologies: 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

Mountain Hike Planner

GitHub Repo Link

Technologies: 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 Link

Technologies: 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 image 1 Dungeon Escape image 2

Dungeon Escape

GitHub Repo Link

Technologies: 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

Personal Website

GitHub Repo Link

Technologies: HTML, CSS, JavaScript

  • Built this personal website to showcase my projects, education, and experience.
  • Demonstrates my proficiency in frontend web development and design.