Hi, I'm Julius.

Migration of the data platform from AWS to Databricks for Autostrade per l'Italia, contributing to the definition of the new platform.

• Adopted a declarative approach based on the Open Data Contract Standard to manage and validate data flows.
• Developed Python utilities and standard Databricks blueprints.
• Managed platform infrastructure through Terraform.

Databricks AWS Terraform Python

Built ETL pipelines for Fastweb on AWS to support reporting and dashboards.

• Worked with client technical stakeholders to translate requirements into Spark pipelines on network KPIs.
• Pipelines were code-reviewed and validated by the client's Data Science team, meeting their quality standards.

AWS Spark Python SQL

Part of an internal team building tools to support audit activities.

• Developed data preprocessing pipelines on accounting data for internal analysis and reporting using Python.
• Implemented web user interfaces using JavaScript and React.

Python JavaScript React

Thesis: Design and Evaluation of Multi-Camera Multi-Object Tracking Pipelines in Calibrated Environments

• Digital Signal and Image Management
• Text Mining and Search
• Natural Language Processing
• High Dimensional Data Analysis
• Foundations of Deep Learning
• Machine Learning and Decision Models
• Data Management and Visualization

Deep Learning for Audio, Vision & Image Retrieval Digital Signal and Image Management View on GitHub Toxic Comment Classification Text Mining and Search View on GitHub Semantic Segmentation on CamVid Foundations of Deep Learning View on GitHub META Champions in League of Legends Data Management and Visualization View on GitHub

Thesis: A Machine Learning Application for Meta-Analysis in Clinical Settings

• Bayesian Statistics
• Data Mining and Computational Statistics
• Generalized Linear Models
• Time Series and Econometrics
• Computer Science (R, Python, SQL) and Information Systems
• Multivariate Statistical Analysis

Decoding NBA Positions by Shot Profiles Data Mining and Computational Statistics View on GitHub