Andrea Bonacci

Data Analyst AI Engineer
+39 393 006 3841 andreabonacci95@protonmail.com linkedin.com/in/andrea-bonacci github.com/AndreaBonn Cagliari, Italy Download PDF 🇮🇹 Italiano
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. 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.

Data Analyst and AI Engineer with over 4 years of experience in data-driven consulting for enterprise clients. End-to-end analytics pipelines, BI dashboards and NLP models. Current focus on AI Engineering: AI agents, agentic workflows with MCP and LLM integration in production. Academic tutor for interns and technical interviewer for post-acquisition hiring. I also delivered an intensive 8-hour university course on AI applied to coding.

Professional Experience
Linkalab S.r.l. · Cagliari — part of Lynx Group since Sep 2025
Nov 2021 → present
Consulting company — Internal growth
Data Analyst & AI Engineer
Oct 2025 → 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 Engineering focus: AI agents and agentic workflows with MCP, tool use, sub-agents and LLM integration (OpenAI, Anthropic). Claude Code, Windsurf and Gemini CLI in production. Academic tutor for university interns. Technical interviews for hiring Data Scientists and AI Engineers post-acquisition.
AI Agents MCP LLM Integration Tool Use Claude Code Academic Tutor Technical Hiring
Data Analyst & Data Scientist
Jul 2022 → 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).
End-to-end data pipelines and BI dashboards (Power BI, QuickSight, Tableau, Looker Studio) for enterprise clients. NLP, sentiment analysis, time series. Deployment with FastAPI and Docker on AWS.
Python SQL Power BI QuickSight Tableau NLP FastAPI Docker AWS S3/Athena
Data Scientist — contract
Apr 2022 → Jun 2022
Post-internship hire. First autonomous data analysis and modeling projects for enterprise clients.
Data Scientist — curricular internship
Nov 2021 → Mar 2022
Master's thesis internship. Development of an Italian Emotion Analysis system for online reputation monitoring.
Speaker — 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.
Two intensive sessions (8 hours total) on "Artificial Intelligence Applied to Coding". LLM architecture, advanced prompt engineering, agentic coding with CLI tools, MCP integration and custom Skills for AI agents. Hands-on workshops with students.
AI for Coding Prompt Engineering LLM MCP University Lecture
Personal Projects & Open Source
github.com/AndreaBonn · 18 public repositories
AI & Automation
Ongoing
Two GitHub Actions published on the Marketplace, both with multi-provider LLM architecture (Groq, Gemini, Anthropic, OpenAI) and automatic fallback: AI PR Reviewer for structured code reviews with key rotation, and AI Changelog Generator for automated release notes with smart commit classification, self-evaluation and multilingual support. 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.
Two GitHub Actions on Marketplace with multi-provider LLM architecture and fallback: AI PR Reviewer (code review, key rotation) and AI Changelog Generator (release notes, self-evaluation, multilingual). Video anonymization with YOLO/CV, Chrome extension for LLM-powered article/PDF summaries, multilingual TTS.
Python GitHub Actions GitHub Marketplace YOLO Computer Vision LLM API Chrome Extension
AI-Powered Web Apps
Ongoing
BetTracker — sports betting tracker with integrated AI: screenshot import via OCR (Gemini Vision), automatic result resolution with Google Search grounding, conversational AI chat on historical data, and advanced statistics dashboard (ROI, streaks, analysis by bookmaker). Installable PWA with offline support, OAuth authentication and cloud sync.
BetTracker — sports betting tracker with screenshot OCR, automatic result resolution, AI chat and advanced statistics. PWA with offline, OAuth and cloud sync.
React TypeScript Gemini AI Firebase PWA Tailwind CSS
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.
PWAs with cloud sync and offline: finance, health, shared expenses. End-to-end ownership.
JavaScript PWA Cloud Sync Responsive UI
Developer Tools & CLI
Ongoing
Tools to streamline daily workflows: Claude Code Tools Explorer — interactive TUI that scans global and project Claude Code configurations, displaying slash commands, subagents, skills, MCP servers, hooks and env variables with live filtering and auto-refresh (Python, Textual/Rich); Command Quiver — GTK4 desktop app for managing AI prompts and shell commands from the GNOME system tray, with SQLite persistence, D-Bus single-instance control, drag-and-drop reordering and bilingual interface; Telegram bot for remote persistent shell control across multiple PCs with zero infrastructure (no VPN/server), heartbeat discovery, rate limiting, audit logging and systemd deployment; Linux file manager extensions, clipboard image CLI utilities, automatic audio file renaming via AcoustID fingerprinting, and smart attendance clock-in notifications as a Chrome Extension with Web Audio API.
Claude Code Tools Explorer — TUI for Claude Code config inspection (Textual/Rich). Command Quiver — desktop prompt & shell manager (GTK4, SQLite). Telegram bot for remote multi-PC shell (zero infrastructure, heartbeat, audit log, systemd), file manager extensions, clipboard image CLI, audio renaming via AcoustID, and smart clock-in notifications.
Python JavaScript asyncio Textual/Rich SQLite Telegram Bot Shell Linux systemd CLI Chrome Extension
Education
Master's Degree — Data Science & Business Informatics
University of Pisa
Thesis: Italian Emotion Analysis for online reputation monitoring
2022
Bachelor's Degree — Business Administration
University of Pisa
2018
At a Glance
4+
years of professional experience
18+
open source projects
Differentiators
AI + Business
Business degree + Data Science master's = I build AI that solves real problems, from idea to deployment.
AI Engineering
Advanced use of LLMs, AI agents and MCP to build intelligent workflows and automate complex tasks.
University Speaker
AI applied to coding course, University of Cagliari, April 2026 — 8 hours.
Mentoring & Hiring
Academic tutor for university interns. Leading technical interviews for post-acquisition team expansion.
Skills
AI & LLM
AI Agents MCP Prompt Eng. OpenAI API Anthropic API Tool Use Sub-agents Hugging Face Ollama LLM Eval Agentic Coding Config
Data Science
Python SQL NLP Sentiment Analysis Pandas Time Series Computer Vision
Business Intelligence
Power BI QuickSight Tableau Looker Studio
MLOps & Cloud
Docker FastAPI AWS S3 Athena Flask GitHub
Languages
Italian Native
English Fluent