Lucas Chizzali
Senior Data Scientist
Alumni
(Alumni)
Lucas joined the SDSC Innovation team as a Data Scientist in November 2020 (till 2025). Previously he had worked in data related roles at the New York State Attorney and at Ericsson. He holds a BSc in Economics from Bocconi University, a MSc in Urban Science and Informatics from New York University as well as a MSc in Machine Learning from KTH Royal Institute of Technology. Over the course of his academic and professional career he has worked on a variety of topics, from computer vision tasks for automated driving to financial fraud detection to generating data driven insights to inform urban policy decisions.
Projects
Covalo: Sustainable ingredients
Completed
Leveraging AI to foster sustainable consumer goods
Private sector
Adecco: Standardizing Job Titles
Completed
Job title standardization through entity alignment of knowledge graphs
Private sector
Sanfilippo: Drug Repositioning
Completed
Applying deep learning to repurpose drugs for the Sanfilippo syndrome treatment.
NGO/IO
Publications
Mentioned in
November 14, 2022
LeafSim | An example-based XAI for decision tree based ensemble methods
LeafSim | An example-based XAI for decision tree based ensemble methods
LeafSim is an example-based explainable AI (XAI) technique for decision tree-based ensemble methods, explaining model predictions by identifying training data points that most influence a given prediction.
Case Studies
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