My Portfolio
I love creating and exploring new ideas. Below is a selection of projects I have worked on, though not all works are uploaded yet as this website is still under development!
Machine/Deep Learning Projects
MACHINE LEARNING
-Neaural 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
In Progress...
Feb 20, 2025CFD Projects
CFD/THERMODYNAMICS
2D Analysis of DARPA SUBOFF Hydrodynamics & PCB Cooling.
2D axisymmetric simulations and transient thermal states simulations.
In Progess...
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 Internship)-
Analyzed different alloys performances in gas turbine discs using ANSYS Mechanical.
Jul 25, 2024Other Projects
massimoperfetti4@gmail.com
m.perfetti@student.tudelft.nl
LinkedIn
GitHub
Work is still in progress, come back soon to see more info regarding this project!