My Projects
Data analysis, machine learning, cryptography, and applied mathematics
Machine Learning — Parking Detection (FindSpot / OpenSpot)
Fall 2025
- Computer vision application for parking spot detection
- Real-time image classification using MobileNetV3
- Comparison of multiple CNN architectures (accuracy, latency)
- Deployment of an interactive public demo using Streamlit
Python
Computer Vision
CNN
Streamlit
🚀 Access live demo
Time Series Analysis — CO₂ Emissions from Mount Etna
Winter 2025
- Analysis of over 5 years of data using the Box–Jenkins methodology
- Development of optimal SARIMA models and comparison with ETS
- Out-of-sample validation and statistical diagnostics
- Full implementation in R
R
SARIMA
Box–Jenkins
📄 View report (PDF)
Artificial Intelligence — Automated Maze Solving
Winter 2025
- Design of an AI agent based on heuristic search (A*)
- Analysis of optimality and computational complexity
- Implementation in Prolog
Prolog
A*
Symbolic AI
Numerical Methods — Boundary Value Problems
Fall 2025
- Solution of boundary value problems using finite difference methods
- Convergence and numerical stability analysis
MATLAB
Numerical Methods
Discrete Logarithm Problem (Cryptography)
Winter 2025
- Study of the Discrete Logarithm Problem (DLP) in finite groups
- Computational hardness assumptions
- Applications to public-key cryptography
Number Theory
Algebra
Cryptography
🔐 View report (PDF)
Battleship Game Design (.NET)
Summer 2025
- Design and implementation of a Battleship game in the .NET environment
- Programming in F# and OCaml
- Functional testing and validation
.NET
F#
OCaml