Power Anomaly Detection for Mars Rover
Supervised Learning • November 2025–December 2025
github.com/romandidomizio/space-autonomy
Python
scikit-learn
NumPy
SciPy
- Built a supervised classifier for NASA Curiosity Rover power telemetry using Python, scikit-learn, NumPy, and SciPy
- Engineered 23 features from sliding windows; achieved 1.0 PR-AUC with Random Forest handling 2% class imbalance
Sugar: Entrepreneurial Capstone, Technical Lead
CU Entrepreneurial Capstone • September 2024–May 2025
github.com/romandidomizio/Sugar
React Native
Node.js
MongoDB
CI/CD
Figma
Agile
- Co-founded and built a React Native mobile marketplace to reduce food waste and improve local community exchange
- Led a six-person Agile team from Figma prototype to full-stack MVP using Node.js, MongoDB, CI/CD, and live user testing
Mancala AI Agent
Introduction to AI • October 2024–December 2024
github.com/lugo7099/Mancala
Python
Minimax
Alpha-Beta
- Built classical AI Mancala agents in Python with a custom heuristic, reaching 97% Minimax and 99% Alpha-Beta win rates
3D UFO Adventure
Computer Graphics • September 2024–December 2024
github.com/romandidomizio/3D-UFO-Adventure
C
OpenGL
GLUT/GLU
- Developed a real-time 3D scene with a controllable UFO, third-person camera, textures, dynamic lighting, and visual effects
Property Predictor
github.com/romandidomizio/Data-Science-Property-Predictor
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.com/romandidomizio/Mountain-Hike-Planner
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
Software-Dev-Project repository
Python
Flask
PostgreSQL
JavaScript
HTML/CSS
Agile (Scrum)
- 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.com/romandidomizio/Dungeon-Escape-Game
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.com/romandidomizio/Personal-Website
HTML
CSS
JavaScript
- Built this personal website to showcase my projects, education, and experience
- Demonstrates my proficiency in frontend web development and design
