My Projects
Data analysis, machine learning, and applied mathematics
Parking Detection using Machine Learning (OpenSpot)
Fall 2025
- Implemented MobileNetV3 for real-time image classification
- Compared performance of multiple CNN architectures (accuracy, inference time)
- Team project (3 members) using Python and TensorFlow/PyTorch
Python
TensorFlow
PyTorch
CNN
Time Series Analysis – CO₂ Emissions from Mount Etna
Winter 2025
- Analyzed over 5 years of data using the Box-Jenkins methodology
- Developed optimal SARIMA models and compared ETS and other forecasting methods
- Identified complex seasonal patterns
- Implemented in R
R
SARIMA
Box-Jenkins
Artificial Intelligence – Automatic Maze Solving
Winter 2025
- Designed an AI agent using heuristic search (A*) for complex mazes
- Implemented in Prolog with performance optimizations
Prolog
Artificial Intelligence
A*
Numerical Methods – Boundary Value Problems
Fall 2025
- Solved boundary value problems using finite difference methods in MATLAB
- Analyzed numerical convergence and stability
MATLAB
Numerical Methods