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
Sustainable ingredients
Completed
Leveraging AI to foster sustainable consumer goods
Energy & Sustainability
Private sector
Standardizing Job Titles
Completed
Job title standardization through entity alignment of knowledge graphs
Digital Society
Private sector
Drug Repositioning
Completed
Applying deep learning to repurpose drugs for the Sanfilippo syndrome treatment.
Health & Biomedical
NGO
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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