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Giancarlo UserGU
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Giancarlo User

@giancarlouser

AI and mathematical modeling intern at ECCC Bucharest who developed production-data models and automated a SQL-to-output pipeline.

Italy
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At ECCC Bucharest, I developed statistical and optimization models to support business decisions, validating them on real production data.

I applied AI tools to build agents and automations, including LLM-based semantic extraction of entities and relationships, knowledge graphs, and source traceability.

I automated a recurring manual task into an on-demand pipeline, from SQL extraction to final output. I also cleaned, joined, and transformed more than 100,000 records using Python, Pandas, and NumPy.

My mathematics and security engineering studies shaped my foundation in statistics, optimization, and data analysis. I presented analyses and results in English to an international team.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

Pegaso University logoPU

Pegaso University

Master's Degree, Security Engineering

2024 - 2026

Grade: 110/110

Master's Degree in Security Engineering (LM-26) with final grade 110/110. Thesis on Blockchain as an Enabling Technology.

Anthropic logoAN

Anthropic

Certification, Claude Code

Certification in Claude Code obtained in March 2026.

University of Salerno logoUS

University of Salerno

Bachelor's Degree, Mathematics

2020 - 2024

Bachelor's Degree in Mathematics with coursework in advanced statistics, linear algebra, and mathematical analysis. Thesis on Fourier Series and Applications.

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