MP

Massimo Perfetti

MSc in MecEng | TUDelft, EPFL, PoliTO

Interests:

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. Enjoy exploring my work!

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This site is currently under development and is updated in my free time.
Feel free to contact me if you have any suggestions!

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

-Neaural Networks for Electrical Systems-

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

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Publications

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

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

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

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

Contacts

Feel free to reach out to me!

Download CV for CFD

Download CV for ML

massimoperfetti4@gmail.com

m.perfetti@student.tudelft.nl