MP

Massimo Perfetti

MSc in MecEng | TUDelft, EPFL, PoliTO

Fluid Dynamics & CFD
Machine & Deep Learning
Computer Vision

About Me

I am a Mechanical Engineer with a passion for both Fluid Dynamics and Machine Learning. Currently pursuing my Master's in Mechanical Engineering at TU Delft, I specialize in both fields. Beyond my technical interests, I enjoy logic games, basketball, chess, drawing, and competitive programming on LeetCode. This website showcases my most significant projects and serves as my professional portfolio.

Projects

Intelligent Vehicles Poster

DEEP LEARNING / COMPUTER VISION

Pedestrian Classifier for Intelligent Vehicles

Comparing different models for pedestrian classification using real-world data.

e2 Poster

CFD / TURBOMACHINERY

CFD Optimization for Hydrogen Turbines

Used Ansys Fluent to enhance Pelton-like turbine efficiency for a hydrogen engine.

Power Grids Poster

MACHINE LEARNING

Neural Networks for Electrical Systems

Predict demand-supply compensation of power grids through FNNs and GNNs.

View Full Portfolio

Publications

Massimo Perfetti (2025). Machine Learning for Systems and Control: Residual Neural Network Dubins Dynamics Motion Planning. TU Delft Project.

Code Source

Massimo Perfetti (2025). Personal Website Development. Personal Project.

Code

Massimo Perfetti, Pasquale De Lucia (2025). Physics-informed FNNs and GNNs for predicting Electrical Systems. TU Delft Project.

Code PDF Source

Massimo Perfetti (2024). Impact of material change on thermo-structural behaviour of F-class gas turbine discs. Bachelor's Thesis.

PDF Cite

Contact

Feel free to reach out!

Download CV (CFD)

Download CV (ML)

massimoperfetti4@gmail.com

m.perfetti@student.tudelft.nl