Piero Paialunga
Data Scientist Ii @The Trade Desk
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WORK HISTORY
Data Scientist Ii @The Trade Desk
New York, NY, US
EDUCATION
University of Cincinnati
Doctor of Philosophy - PhD, Aerospace Engineering and Engineering Mechanics
University of Rome Tor Vergata
Bachelor of Science - BS, Fisica
University of Rome Tor Vergata
Master's degree, Big Data & Physics of Complex Systems
ABOUT PIERO PAIALUNGA
I am a physicist with strong skills in Machine Learning, data science, and programming.I hold a Master\'s in Physics of Complex Systems and Big Data and am completing my PhD in Aerospace Engineering and Engineering Mechanics at the University of Cincinnati in 2024. My research focuses on developing surrogate models to accelerate Finite Element Methods (FEM) simulations for Non-Destructive Evaluation (NDE) of materials.As a Machine Learning Engineer at Gen Nine, Inc, I build mmWave radar pipelines for data collection, implement point cloud algorithms with TensorFlow, Keras, and PyTorch to classify human activities, and manage data processing pipelines for anomaly detection both locally and on the cloud.At Apex Microdevices, I developed surrogate models for optical properties of switchable metasurface reflectors, enhancing method efficiency and accuracy by 15% using Python and parallel computing.At Accenture, I led the FastMRI Meta Project, reducing MRI scan times by 8 times with deep learning techniques.
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