Andrea Bonacci

Data Analyst AI Engineer
Profile

Data Analyst and AI Engineer with over 4 years of experience in data-driven consulting for enterprise clients. I design end-to-end analytics pipelines, BI dashboards and NLP models โ€” from ETL to production deployment with FastAPI and Docker. Today my focus is on AI Engineering: building AI agents and agentic workflows with MCP, tool use and LLM integration, bringing generative AI from prototype to business value. Academic tutor for university interns and responsible for technical interviews to hire Data Scientists and AI Engineers during the post-acquisition growth phase. Background in Data Science and Business Administration, I also delivered an intensive 8-hour university course on AI applied to coding.

Professional Experience
Linkalab S.r.l. ยท Cagliari โ€” part of Lynx Group since Sep 2025
Nov 2021 โ†’ present
Consulting company โ€” Internal growth
Data Analyst & AI Engineer
Oct 2025 โ†’ present
AI Engineering focus: building AI agents and agentic workflows with MCP, tool use, sub-agents, skills and rules. LLM integration via OpenAI and Anthropic APIs. Advanced use of Claude Code, Windsurf and Gemini CLI in production. Academic tutor: supervision of university interns, training path design and final evaluation. Leading technical interviews for hiring Data Scientists and AI Engineers during post-acquisition team expansion.
AI Agents MCP LLM Integration Tool Use Claude Code Academic Tutor Technical Hiring
Data Analyst & Data Scientist
Jul 2022 โ†’ Oct 2025
End-to-end data analytics pipelines for enterprise clients. Interactive dashboards with Power BI, QuickSight, Tableau and Looker Studio. NLP, sentiment analysis, time series and SHAP/LIME. Deployment with FastAPI and Docker on AWS infrastructure (S3, Athena).
Python SQL Power BI QuickSight Tableau NLP FastAPI Docker AWS S3/Athena
Data Scientist โ€” contract
Apr 2022 โ†’ Jun 2022
Post-internship hire. First autonomous data analysis and modeling projects for enterprise clients.
Data Scientist โ€” curricular internship
Nov 2021 โ†’ Mar 2022
Master's thesis internship. Development of an Italian Emotion Analysis system for online reputation monitoring.
Speaker โ€” University Course
April 2026
University of Cagliari
Design and delivery of two intensive sessions (8 hours total) on "Artificial Intelligence Applied to Coding". LLM architecture, advanced prompt engineering, agentic coding with CLI tools, Model Context Protocol (MCP) integration and custom Skills creation for AI agents. Hands-on workshops where students built their first AI-assisted development workflows.
AI for Coding Prompt Engineering LLM MCP University Lecture
Personal Projects & Open Source
github.com/AndreaBonn ยท 12 public repositories
AI & Computer Vision
Ongoing
Automatic person anonymization in video using YOLO and real-time Computer Vision. Chrome extension for AI-powered article and PDF summarization via LLM API integration. Multilingual TTS synthesis (Italian/English) with neural voice models.
Python YOLO Computer Vision LLM API Chrome Extension
Full-Stack Web Apps
Ongoing
Production-grade Progressive Web Apps with cloud sync, offline support and responsive UI: personal finance tracking, health monitoring, and roommate expense splitting. End-to-end ownership: design, development, deployment.
JavaScript PWA Cloud Sync Responsive UI
Developer Tools & CLI
Ongoing
Python Shell Linux CLI
Education
Master's Degree โ€” Data Science & Business Informatics
University of Pisa
Thesis: Italian Emotion Analysis for online reputation monitoring
2022
Bachelor's Degree โ€” Business Administration
University of Pisa
2018