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Debora GittoDG
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Debora Gitto

@deboragitto

I evaluate complex cases and build auditable AI compliance workflows.

Romania
Message

What I'm looking for

I’m looking to improve the accuracy, reliability, transparency, and auditability of legal AI systems through legal research, evidence-based reasoning, compliance controls, and structured risk assessment.

At Expedia Group and Vrbo, I evaluate complex B2B and B2C disputes by reconstructing fact patterns from account histories, transaction data, platform records, policies, and partner submissions. I turn conflicting or incomplete evidence into structured, traceable case assessments and defensible resolutions.

I hold a Single-Cycle Master’s Degree in Law and have researched statutory interpretation, EU regulation, comparative private law, privacy, commercial law, and criminal procedure. My academic work has centered on competing legal interpretations, evidence, legal autonomy, liability, risk assessment, and case analysis.

I built Enterprise AI Compliance Lab, a governance-focused platform for prompt-injection detection, sensitive-data controls, risk scoring, output validation, and audit-ready evidence. The project turns AI interactions into transparent workflows with structured decisions, rationale, signals, and traceable audit events.

I’m a native Italian speaker with professional English proficiency, focused on making legal AI systems more accurate, reliable, explainable, and operationally credible.

Experience

Work history, roles, and key accomplishments

EG
Current

B2B Account Manager & Partner Consultant

Expedia Group (Yoummday GmbH)

May 2026 - Present (4 months)

Analyze complex B2B cases by reconstructing fact patterns from account histories, platform records, operational data, written policies, and partner submissions. Apply internal rules and decision criteria consistently, evaluate conflicting information, and produce structured written case assessments documenting evidence, reasoning, and recommended actions.

Education

Degrees, certifications, and relevant coursework

Università degli Studi Pegaso logoUP

Università degli Studi Pegaso

Master's Degree in Law, Law

2024 - 2026

Single-Cycle Master's Degree in Law (LMG-01) with a thesis on the Peculium, focusing on legal autonomy, property, and liability in Roman law. Conducted extensive legal research based on primary sources and academic literature.

Università degli Studi Mercatorum logoUM

Università degli Studi Mercatorum

Bachelor's Degree in Legal Sciences, Legal Sciences

2021 - 2023

Bachelor's Degree in Legal Sciences (L-14) with a criminology thesis on the dynamics of femicide, risk assessment, and the Italian 'Red Code' legislation. Examined legal, criminological, and evidentiary approaches to gender-based violence.

LL

Liceo Classico 'Vincenzo Lanza'

Classical Studies Diploma, Classical Studies

2012 - 2017

Classical Studies Diploma with a focus on humanities and classical languages.

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