Architecting High-Performance Systems, ETL Pipelines & Applied AI
Bridging reliable software engineering, scalable data architectures & production machine learning
Three Integrated Engineering Disciplines
Software Engineer
Backend & Distributed Microservices
Architecting resilient backend systems with Python (FastAPI), Node.js, and TypeScript. Specializing in event-driven architectures with RabbitMQ, asynchronous background task dispatching, secure REST/GraphQL APIs, and Dockerized microservices.
Data Engineer
High-Throughput ETL & Lakehouse Systems
Designing automated extraction, transformation, and load (ETL) pipelines processing multi-source enterprise retail and policy datasets. Certified in Microsoft Fabric Lakehouse architectures, batch/streaming pipelines, relational normalization, and AWS cloud storage.
Data Scientist / AI Engineer
Machine Learning, Vision & Production LLMs
Training and deploying production ML systems: YOLOv8 multi-camera computer vision for industrial anomaly detection, Generative AI & Claude/GPT copilot integration with streaming SSE, Qdrant vector databases, and predictive price forecasting (Prophet).
Professional Work Experience
Software Engineer & System Architect
Live Tech SrlTaking autonomous architectural decisions and end-to-end engineering ownership across the entire software development lifecycle for mission-critical enterprise systems.
Education & Professional Certifications
MSc in Computer Engineering: AI & Machine Learning
Roma Tre UniversityAdvanced coursework in Deep Learning, Operations Research & Metaheuristic Optimization, Big Data Analytics, Statistical Learning, and Distributed Computing.
BSc in Computer Engineering
Università Telematica Internazionale UNINETTUNORigorous foundations in Software Engineering, Algorithms & Data Structures, Relational Database Management, Operating Systems, and Networking.
Microsoft Fabric Data Engineer
Microsoft Official CertificationLakehouse architecture design, Delta Parquet transformation, Apache Spark data engineering, and scalable enterprise data warehousing.
Cisco Cybersecurity & Kaggle Data Science
Cisco Networking Academy & KaggleNetwork vulnerability testing, threat mitigation principles, advanced Pandas data manipulation, and exploratory data analysis (EDA).
Featured Engineering Projects
Divided into three distinct categories: Enterprise Systems, University AI Research, and Personal/Client Platforms.
Enterprise Asynchronous Message Broker & Dispatcher
Engineered a high-throughput, decoupled event-driven dispatching system leveraging RabbitMQ and Python/FastAPI microservices. Purpose-built to process, validate, and securely route corporate communications (including legal certified PEC emails and automated notifications) with zero data loss, concurrency controls, and comprehensive dead-letter audit logging.
High-Throughput Enterprise Retail ETL Pipeline
Automated data extraction, transformation, and loading pipeline designed to synchronize large-scale commercial catalog feeds, dynamic pricing updates, and multi-store inventories. Built with modular Python transformers, automated schema validation, and GitLab CI/CD pipelines to guarantee data integrity across distributed databases.
Industrial Multi-Camera Vision & YOLO Defect Inspection
Developed an automated visual inspection and defect detection pipeline integrating synchronized industrial camera streams with custom fine-tuned YOLO (You Only Look Once) deep neural networks. Features synthetic dataset augmentation, custom bounding-box annotation workflows, and real-time inference for automated quality assurance.
Insurance Policy & DPI Document Processing Suite
Created a microservice pipeline (format extractors, message brokers, and dispatchers) that automatically parses, sanitizes, and normalizes complex insurance contracts, PDF documentation, and DPI safety compliance forms into relational databases with AWS S3 archival.
Yelp Big Data Intelligence & Hybrid Recommender System
Comprehensive end-to-end data science study performed on the Yelp Academic Dataset (150,000+ businesses, millions of user reviews). Structured across 5 modular research notebooks featuring geospatial GIS density maps (Folium), NLP sentiment analysis, TF-IDF topic extraction, and collaborative filtering recommendation models.
Combinatorial & Heuristic Scheduling Optimization
Mathematical formulation and algorithmic engine solving NP-Hard job scheduling constraints (maximizing minimum job utility under release dates). Implemented pairwise swap Local Search, Tabu Search, Simulated Annealing, and Iterated Local Search with an interactive Streamlit dashboard.
Conditional Variational Autoencoder (CVAE) Audio Synthesis
Designed and trained a deep generative Conditional Variational Autoencoder in PyTorch to synthesize, interpolate, and reconstruct acoustic spectrograms conditioned on target sound features. Implemented continuous latent space arithmetic, STFT audio representations, and Griffin-Lim phase reconstruction.
Amazon Sales & Pricing Dynamics EDA
Comprehensive statistical data analysis on 1,400+ Amazon commercial products examining promotional discount mechanics, price elasticity distributions, customer review ratings, and high-frequency keyword sentiment.
ShopOra: Smart AI Shopping Assistant & Copilot
Cross-Platform React Native Mobile App • AI Agents & LLM Backend • Next.js B2B Portal
An advanced intelligent grocery and shopping assistant designed to help users optimize household spending, track historical item prices, and automate receipt digestion. Architected as a complete multi-tier ecosystem: a high-performance React Native mobile application for consumers, an asynchronous Node.js & Python AI microservice backend with vector similarity search, and a modern Next.js 15 analytics dashboard for commercial partners.
Multimodal AI Vision & Receipt OCR
Automated multimodal computer vision pipeline with intelligent fallback mechanisms, extracting line-item purchases, store metadata, discounts, and VAT in seconds.
Streaming AI Agent & Copilot
Interactive conversational AI Agent powered by LLMs with Server-Sent Events (SSE) streaming for real-time meal planning, recipe generation, and personalized budget optimization.
ML Price Forecasting
Dedicated Python FastAPI microservice utilizing machine learning time-series forecasting (Facebook Prophet) to model seasonal grocery price trends and recommend optimal purchasing windows.
Vector Similarity & Semantic Matching
Semantic catalog matching and product normalization using vector embeddings paired with a high-speed Qdrant vector database for instant item lookup.
Sanitaria Asia: Medical Equipment & Orthopedic Portal
Enterprise web presence and digital product catalog for a specialized medical, healthcare, and orthopedic equipment provider. Built with Next.js and React, featuring optimized media delivery, interactive medical supply catalogs, patient inquiry workflows, and Dockerized production deployment.
AGESCI Guidonia 1 Official Portal
Production web platform live at guidoniauno.it serving the historic AGESCI Guidonia 1 organization. Includes scout chalet & base reservation inquiry systems, dynamic photo archives with lightbox optimization (Sharp), Google APIs integration, and automated email notifications (Nodemailer).