Alessandro Biagi
Senior Data Scientist at Cegid for entrepreneurs- Claim this Profile
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Italian Native or bilingual proficiency
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Spanish Full professional proficiency
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English Full professional proficiency
Topline Score
Bio
Credentials
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MLOps I
DataRobotJul, 2021- Nov, 2024 -
Data Prep I
DataRobotJun, 2021- Nov, 2024 -
API I Python
DataRobotMay, 2021- Nov, 2024 -
AutoML I
DataRobotMay, 2021- Nov, 2024 -
DataRobot for Data Scientists
DataRobotMay, 2021- Nov, 2024
Experience
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Cegid for entrepreneurs
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France
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IT Services and IT Consulting
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1 - 100 Employee
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Senior Data Scientist
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Apr 2021 - Present
Currently working as the main reference for the technical Data developments in a specific division of Cegid that offers financial services like Invoices Management and Factoring. - Regarding Data Engineering, I'm in charge of designing Data Architectures and Flows in AWS that support our activities, such as feeding our BI reports, serving ML models or enriching operational data that our application needs to consume. Moreover, I also led the technical design and development of the first LakeHouse of our division (through the Delta Lake of DataBricks). - Regarding MLOps, I'm in charge of building, deploying and managing Machine Learning models for assessing Credit Risk in different contexts of our application, like using a Payment Prediction Model for our Factoring product. Show less
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Proppos
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Spain
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Software Development
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1 - 100 Employee
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Data Scientist
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Mar 2020 - Apr 2021
Leading the Data Team of Proppos (up to 4 people including me). Regarding technical tasks, I was working in building and maintaining the Data Architecture in AWS, preparing the datasets that fed our AI model, implementing our Data Analytics core. Moreover, I was in charge of management tasks such as organising and scheduling the job of the members of the team according to the business requirements. Leading the Data Team of Proppos (up to 4 people including me). Regarding technical tasks, I was working in building and maintaining the Data Architecture in AWS, preparing the datasets that fed our AI model, implementing our Data Analytics core. Moreover, I was in charge of management tasks such as organising and scheduling the job of the members of the team according to the business requirements.
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InOrbis Analytics
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Spain
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Business Consulting and Services
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1 - 100 Employee
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Data Consultant
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Feb 2019 - Feb 2020
Performing various tasks as Big Data Developer and Business Intelligence Analyst like the followings: - Maintenance and management of an Azure Data Lake Storage platform - Taking raw Data from the Data Lake and transforming it using PySpark accordingly to the business case - Scheduling daily transformations of the data using Linux code and PowerShell - Writing the transformed data into the Data Lake and into SQL Server still using PySpark - Cleaning and normalising data using Python - Participated in a streaming project using Spark Structured Streaming - ETL processes using Informatica PowerCenter, Information Design Tool (SAP) and Pentaho Data Integration (Kettle) - Building Dashboards using Power BI and always keeping constant contact with the users - SQL code (queries, creation of views, procedures) using Microsoft SQL Server and Oracle SQL Developer Show less
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Education
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2019 - 2020
Universitat de Barcelona
Postgraduate course on Data Science and Big Data -
2018 - 2019
EAE Business School
Specific - Master's degree, Business Intelligence and Technological Innovation -
2016 - 2018
Universität Duisburg-Essen
Master's degree, Mathematics -
2016 - 2018
Università degli Studi di Padova
Master's degree, Mathematics -
2012 - 2016
Università degli Studi di Firenze
Bachelor's degree, Mathematics
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