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 — 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. Background in Data Science and Business Administration, I also delivered an intensive 8-hour university course on AI applied to coding.

Professional Experience
Data Analyst & AI Engineer
Nov 2021 → present
Linkalab S.r.l. · Cagliari
End-to-end data analytics pipelines for enterprise clients. Interactive dashboards with Power BI, QuickSight, Tableau and Looker Studio. LLM integration via OpenAI and Anthropic APIs; development of AI agents with MCP, tool use, sub-agents, skills and rules. Advanced use of Claude Code, Windsurf and Gemini CLI in production. NLP, sentiment analysis, time series and SHAP/LIME. Deployment with FastAPI and Docker.
Python SQL AI Agents MCP LLM Integration Power BI QuickSight Tableau Docker FastAPI AWS S3/Athena
Speaker — University Course
April 2026
University of Cagliari
Design and delivery of two intensive sessions (8 hours total) on "Artificial Intelligence Applied to Coding". The program covered: Large Language Model architecture, advanced prompt engineering, agentic coding with CLI tools, Model Context Protocol (MCP) integration and custom Skills creation for AI agents. The course included hands-on workshops on agentic IDEs and software development workflow automation.
AI for Coding Prompt Engineering LLM MCP University Lecture
Projects & Open Source
Web Apps, Chrome Extensions & LLM Pipelines
Ongoing
Publicly available web apps, Chrome extensions and end-to-end LLM pipelines. Exploration of data-driven interfaces and productivity tools.
Web App Chrome Extensions AI Integration
Education
Master's Degree — Data Science & Business Informatics
University of Pisa
Thesis: Italian Emotion Analysis for online reputation monitoring
101/110
2022
Bachelor's Degree — Business Administration
University of Pisa
101/110
2018
High School Diploma — Liceo Scientifico L. B. Alberti
95/100
2014