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Federico Fatica

PROFILE

Federico Fatica

Over a three-month period, contributed to the pagopa/pn-troubleshooting repository by delivering four key data artifacts supporting cost analysis, billing, and pricing workflows. Focused on CSV handling and data processing using R and Spark, the work included creating and updating cost matrix and billing matrix files to ensure accurate, up-to-date data for downstream analytics. Implemented data-source refreshes, adjusted file paths, and validated integration with existing R scripts to maintain data reliability. The approach emphasized artifact traceability and alignment with evolving financial requirements, enabling robust reporting pipelines without introducing code changes or bug fixes, and demonstrating depth in scripting and data engineering.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

4Total
Bugs
0
Commits
4
Features
4
Lines of code
18,834
Activity Months3

Work History

April 2025

2 Commits • 2 Features

Apr 1, 2025

April 2025 monthly summary for the pn-troubleshooting repo: Delivered updates to the Cost Matrix data source used by Pivoting.R to support more accurate pricing analysis. Implemented a data-source refresh by switching to the new CSV file (20250331_Matrice Fatturazione _Aggiornamento Prezzi Poste & CAP.csv) and updating the effective date to align with the latest pricing data (startDate set to 2025-03-31T22:00:00.000Z). Also renamed the data-path and adjusted the output filename to ensure the latest pricing data is consumed by the pipeline.

February 2025

1 Commits • 1 Features

Feb 1, 2025

February 2025 (2025-02) monthly summary for the pagopa/pn-troubleshooting repository focusing on delivering a critical data artifact to support January 2025 billing data processing and reporting. The month emphasized data readiness for financial workflows, specifically covering non-deductible VAT and color printing requirements. This work establishes a reliable baseline for downstream reporting and analytics with a clear traceability path via commit history.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025 (2025-01) monthly summary for pagopa/pn-troubleshooting. Delivered a new data artifact to support 2024 cost analysis and downstream analytics. No code changes required, with the 2024 cost matrix pivot data available as matrice_costi_20241216_pivot.csv.gz in the data output directory. This improves data readiness for cost reporting and analytical workflows while maintaining a non-breaking artifact-only change.

Activity

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Quality Metrics

Correctness95.0%
Maintainability95.0%
Architecture95.0%
Performance95.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

R

Technical Skills

CSV HandlingData ProcessingScriptingSpark

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

pagopa/pn-troubleshooting

Jan 2025 Apr 2025
3 Months active

Languages Used

R

Technical Skills

CSV HandlingData ProcessingScriptingSpark