I am a Data and AI Engineer with a strong foundation in software engineering and data engineering, specializing in integrating large language models and machine learning to solve complex data challenges. I design and deploy scalable, cloud-native data and AI solutions for enterprise applications, focusing on governance, performance, and actionable insights across Europe.

Federico Fiorio

I am a Data and AI Engineer with a strong foundation in software engineering and data engineering, specializing in integrating large language models and machine learning to solve complex data challenges. I design and deploy scalable, cloud-native data and AI solutions for enterprise applications, focusing on governance, performance, and actionable insights across Europe.

Available to hire

I am a Data and AI Engineer with a strong foundation in software engineering and data engineering, specializing in integrating large language models and machine learning to solve complex data challenges.

I design and deploy scalable, cloud-native data and AI solutions for enterprise applications, focusing on governance, performance, and actionable insights across Europe.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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Language

Italian
Fluent
English
Advanced
German
Beginner

Work Experience

Data Machine Learning Engineer at Data Reply
May 1, 2024 - Present
Designed high-volume data ingestion pipelines (Databricks, Medallion Architecture) for Prada; optimized historical tracking with SCD Type 2, reducing query time by 80%. Migrated Airflow DAGs to GCP Composer 2.x, boosting scheduling efficiency by 10x. Built edge AI car bonnet detection using fine-tuned YOLO v8 on edge devices; automated safety protocols and customer compliance monitoring. Optimized sanctions screening pipeline with token-sorting approach, reducing storage by 75% and speeding execution. Implemented Databricks Unity Catalog governance and CI/CD pipelines; deployed an agentic workflow using Mosaic AI and MLflow for real-time insights across European stores.
Data Engineer at Management Solutions
October 1, 2023 - April 1, 2024
Optimized IBM DataStage ETL workflows and SQL for banking data warehouses; enforced data governance across cross-functional teams.
Software Engineer Intern at Dilium
February 1, 2021 - May 1, 2021
Researched GANs for deepfake generation with emphasis on ethical considerations.

Education

MSc in Computer Science at University of Milan (Erasmus+ with University of Copenhagen)
January 11, 2030 - March 13, 2026
BSc in Computer Science at University of Milan
January 11, 2030 - March 13, 2026

Qualifications

Databricks Certified Data Engineer Professional
January 11, 2030 - March 13, 2026
Databricks Certified Associate Developer for Apache Spark
January 11, 2030 - March 13, 2026
Databricks Certified Data Engineer Associate
January 11, 2030 - March 13, 2026
Neo4j Certified Professional
January 11, 2030 - March 13, 2026
AWS Certified Machine Learning – Specialty
January 11, 2030 - March 13, 2026
Professional Machine Learning Engineer Certification
January 11, 2030 - March 13, 2026

Industry Experience

Software & Internet, Retail, Professional Services, Media & Entertainment

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
See more