My Portfolio
A selection of projects I have worked on. More are being added as this website develops.
Machine / Deep Learning Projects
MACHINE LEARNING
Neural Networks for Electrical Systems
Predict demand-supply compensation of power grids through FNNs and GNNs.
Dec 18, 2024
DEEP LEARNING / COMPUTER VISION
Deep Learning for Pedestrian Classifier
Comparing different models for pedestrian classification using real-world data.
Jan 29, 2025
DEEP LEARNING / REINFORCEMENT LEARNING
ML for Systems and Control
Dubins Vehicle Path Predictions with NNs and ResNets.
Jan 28, 2025
MACHINE LEARNING
My First Kaggle Works
Exploring and benchmarking machine learning models on Kaggle.
In Progress
Feb 20, 2025
DEEP LEARNING
TU Delft Honours Program Project
Working with Genesis-Embodied-AI and GNNs with TU Delft's AIDRO Lab.
In Progress
Apr 25, 2025CFD Projects
CFD / THERMODYNAMICS
Advection and Diffusion of Reacting Scalars in a Turbulent Plane Jet
2D transient simulations using Python.
In Progress
March 2, 2025
CFD / TURBOMACHINERY
CFD Optimization for Hydrogen Turbines
Used Ansys Fluent to enhance Pelton-like turbine efficiency for a hydrogen engine.
Jan 7, 2025
THERMO-STRUCTURAL ANALYSIS
Material Optimization for Gas Turbine Discs (Thesis)
Analyzed different alloys performances in gas turbine discs using ANSYS Mechanical.
Jul 25, 2024Other Projects
WEB DEVELOPMENT
Creating My Own Website
Built with HTML, CSS, and JavaScript.
Feb 26, 2025
CFD / C++ / PYTHON
R&D Intern | Novelis SA Switzerland
Simulating transient, multiphase, Lagrangian flows.
Sep 1, 2025
PRODUCT DESIGN / COMPUTER VISION
End Effector
Building a gripper's end effector to detect and grab objects.
Jan 17, 2024
massimoperfetti4@gmail.com
m.perfetti@student.tudelft.nl
LinkedIn
GitHub