Curriculum Vitae

Silvio Baratto Roldan

Full-Stack AI Developer @ EY

Trieste, Friuli-Venezia Giulia, Italia

[Email] silvio.baratto22@gmail.com [LinkedIn] Profile [Web] silviobaratto.com
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Summary

Full-Stack AI Developer specializing in end-to-end AI-powered systems, with expertise in RAG architectures, NLP applications, and production deployment on Azure. Proven track record of delivering containerized solutions for legal tech, financial services, and enterprise AI systems.

Experience
Current

Full-Stack AI Developer

EY

Nov 2024 - Present

Trieste, Italy • Full-time • Hybrid

  • [•]Designed and developed RAG system for private knowledge base using React, Flask, LlamaIndex, and MinerU
  • [•]Built legal document classification and summarization platform with Angular, FastAPI, and BAML
  • [•]Implemented dockerized anonymization system for Italian legal documents using lightweight 3B models (Ollama)
  • [•]Developed interactive demos and mockups using Angular and Tailwind CSS
  • [•]Deployed all solutions on Azure App Service with full containerization

Data Scientist

European Central Bank

Mar 2024 - Nov 2024

Frankfurt am Main, Germany • Internship • Hybrid

  • [•]Implemented LLM solutions for naming convention standardization in financial datasets
  • [•]Developed sentiment analysis tool for survey data processing and metadata management
  • [•]Created Python library for generating logical transformation rules for FinREP regulatory reporting

Data Scientist

Generali Investments

Nov 2023 - Feb 2024

Trieste, Italy • Internship • Hybrid

  • [•]Contributed to portfolio optimization web application using Python, Streamlit, and Flask

Logistics Automation Specialist

EssilorLuxottica

Mar 2021 - Sep 2021

Agordo, Italy • Internship • On-site

  • [•]Managed implementation of AGV logistics projects at Agordo and Sedico sites with daily KPI analysis
  • [•]Applied machine learning techniques (Random Forest, Naive Bayes) for predictive maintenance
Education

Master of Science

Data Science & Scientific Computing

Università degli Studi di Trieste

2021 - 2023

Curriculum: Artificial Intelligence and Machine Learning

Erasmus+ Scholarship

Mathematics and Computer Science

Universidad Autónoma de Madrid

2022 - 2023

Bachelor of Engineering

Electronic and Computer Engineering

Università degli Studi di Trieste

2016 - 2020

Skills

[01] Frontend

AngularReactTailwind

[02] Backend

PythonFastAPIFlaskSQLAlchemy

[03] AI/ML

PyTorchLlamaIndexBAMLRAGNLP

[04] DevOps

DockerAzurePostgreSQLSupabase
Languages
  • Italiano[Native]
  • English[Professional]
  • Español[Native]
Certifications
  • [✓]Neural Networks and Deep Learning
  • [✓]Improving Deep Neural Networks
  • [✓]Business Ethics Summer School
  • [✓]Clab Certificate 2018
Honors & Awards
  • [★]First Place Clab Business Plan Competition
  • [★]Erasmus+ Scholarship
  • [★]Premio Presenza e Cultura
  • [★]First Place Transform4Europe Business Plan
  • [★]Winner YES! CALL 2023
  • [★]Sustainable Innovative Solutions from FVG