Fabio Fasciglione

FF

Looking for a job

Fabio Fasciglione

@fabiofasciglione

Software Engineer building backend and applied AI systems, including RiskSentinel, an event-driven payment system with ML fraud detection.

At 3EM Srl, I developed back ends and full-stack systems for public-sector GIS platforms and automotive MES projects. My work included Java and Spring Boot services, PostgreSQL/PostGIS, and C#/.NET systems, with on-site commissioning for line-side HMI applications.

Since late 2024, I’ve been building independent AI and event-driven engineering projects. RiskSentinel combines Kafka-based payment services with an ML fraud-detection component, while my Python fraud prototype uses XGBoost and a shared behavioral feature pipeline for training and serving.

I also built Documind, a RAG demo for Italian public tax documents with page-level citations, and developed a QLoRA fine-tuning proof of concept for StarCoder2-3B. I earned a BSc in Computer Science for Digital Business from Pegaso University while balancing study with work.

Experience

Work history, roles, and key accomplishments

SE

Current

Independent Engineering & R&D

Current

Self-directed

Oct 2024 - Present (2 years)

Developed AI/ML and event-driven systems including RiskSentinel, a Kafka-based payment system with fraud detection, and Documind, a RAG demo on tax documents.

Java Spring Boot Kafka Docker Python XGBoost fastAPI PostgreSQL ChromaDB JinaAI Embeddings GROQ Streamlit PyTorch Hugging Face QLoRA

ES

Software Engineer

3EM Srl

Jan 2018 - Dec 2023 (5 years 11 months)

Developed back-end and full-stack solutions for public-sector GIS platforms and automotive MES systems, including on-site commissioning in Vietnam.

Java Spring Boot PostgreSQL PostGIS Docker Jenkins GitHub Actions Spring Security OAuth SQL Server C# .NET JavaScript

WS

Co-founder & Web Developer

Web Startup

Apr 2016 - Jan 2018 (1 year 9 months)

Built and maintained PHP/MySQL websites for businesses and banks, handling back end, front end, and third-party library integration.

PHP MySQL CSS JavaScript

Education

Degrees, certifications, and relevant coursework

PU

Pegaso University

Bachelor of Science, Computer Science for Digital Business

2022 - 2025

Grade: 101/110

BSc in Computer Science for Digital Business, studied while working full-time for the first two years, then full-time student.

Tech stack

Software and tools used professionally

Availability

Looking for a job

Location

Italy

Authorized to work in

Website

fabiofasciglione.it

Salary expectations

45k+ EUR

Social media

Job categories

Software Engineer AI Engineer Machine Learning Engineer Backend Engineer Full Stack Developer Web Developer

Skills

Backend Development Applied AI Event Driven Architecture Microservices Java Spring Boot Python Kafka C#.NET Core SQL PostgreSQL PostGIS Fraud Detection XGBoost

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