Angelo Mozzillo

Angelo Mozzillo

Ph.D. Student in Information and Communication Technologies

University of Modena and Reggio Emilia

Biography

I’m currently a Ph.D. student at the Department of Engineering “Enzo Ferrari,” where I’m part of the Database Group (DBGroup). Sponsored by Leonardo Company, my research focuses on big data management, machine learning for databases and high-performance computing.

Interests
  • Big Data Management
  • Data Preparation
  • Machine Learning for Databases
  • Language Models
Education

  • PhD in Information and Communication Technologies, Present

    University of Modena and\ Reggio Emilia

  • MEng in Data Engineering, 2022

    University of Modena and Reggio Emilia

  • BSc in Computer Engineering, 2020

    University of Sannio

Recent Publications

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Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam, Sonia Bergamaschi, Giovanni Simonini (2023). Evaluation of Dataframe Libraries for Data Preparation on a Single Machine.

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Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Angelo Mozzillo, Sonia Bergamaschi (2023). HKS: Efficient Data Partitioning for Stateful Streaming. DaWaK.

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Angelo Mozzillo (2023). Maximizing Efficiency in Existing Data Preparation Pipelines. SEBD.

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Projects

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All Data Preparation
Bento - Dataframes Evaluation Tool
The aim of this tool is to compare several frameworks who manage DataFrames on common operations of data preparation.
Code
Bento - Dataframes Evaluation Tool

Experience

 
 
 
 
 
University of Modena and Reggio Emilia
PhD Student
University of Modena and Reggio Emilia
November 2022 – Present Modena, Emilia Romagna, Italy
Research grant on High Performance Data-Integration for AI, funded by Leonardo Company.
 
 
 
 
 
Doxee
Trainee in Technology & Research
Doxee
April 2022 – September 2022 Modena, Emilia Romagna, Italy

During my traineeship at Doxee, I focused on:

  • CCM and Interaction Analytics.
  • GDPR-compliance.
  • Machine Learning segmentation.
 
 
 
 
 
BPER Banca
ICARO Unimore Project Co-Worker
BPER Banca
April 2021 – July 2021 Modena, Emilia Romagna, Italy
Experimental project training students in innovation through real-world experiences. Teams tackle local companies’ challenges over 4 months, with hands-on projects.

Accomplish­ments

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