Matteo Ferrillo

AI Developer & Business Strategist

I build AI solutions for government institutions and enterprise organizations

About

I work on artificial intelligence projects for government institutions and large organizations, overseeing the entire lifecycle: from requirements gathering to development and production deployment. The solutions I build operate in complex and regulated environments.

In recent years, I've focused on AI agents, automation, and generative AI applications.

I combine technical expertise with business vision: my background in marketing and entrepreneurship helps me steer technology toward real problems and tangible value.

Experience

AI Developer | Tecninf SPA

Built from scratch the first parliamentary AI agent in Italy, implementing automated data ingestion pipelines on Google Cloud Platform infrastructure with full GDPR compliance
End-to-end development of 15+ AI POCs for institutional clients and government entities, managing the entire lifecycle from ideation to deployment
Architecture and deployment on Google Cloud Platform, using enterprise cloud services to ensure scalability and security
Creation of custom AI voice agents with ElevenLabs for customer service automation and business process optimization
Technical leadership on critical projects, collaborating with institutional stakeholders to implement customized solutions

AI Developer / GenAI Engineer

Design of personalized AI solutions for SMBs, including conversational chatbots, Low/No Code automation systems and customized voice assistants
Implementation of advanced RAG systems using Qdrant as vector database, LLMs and optimized custom prompt engineering
AI-enterprise integration with business systems (CRM, ERP) and management of NLP pipelines in Python with focus on GPT and LangChain

Projects

MCP Datapizza AI Github Repo

Development of an MCP server with RAG architecture for semantic search, integrating OpenAI embeddings, Qdrant vector database and automatic indexing of technical documentation from GitHub repositories.

AI Ticket Assistant Github Repo

AI assistance system for customer service operators using DataPizza AI and Qdrant Cloud to generate intelligent responses to business tickets through RAG, semantic search, and automated contextual response generation with confidence scoring.

Skin Tumor Detection Github Repo

YOLO11 model for skin tumor detection with fine-tuning on Google Colab, Roboflow dataset and promising validation metrics.

Interview Question Creator Github Repo

Intelligent automation for generating questions from PDF documents using NLP pipelines (LangChain, FAISS, GPT) and FastAPI web interface.

Expertise

Generative AI & Enterprise Solutions

LangChain, Llamaindex, Langgraph, advanced prompt engineering, RAG systems, AI agents, intelligent automation

Cloud & Infrastructure

Google Cloud Platform, Vertex AI, Cloud Run, enterprise deployment, Docker, AI systems scalability

Business Strategy & Implementation

ROI analysis, institutional stakeholder management, project leadership, strategic marketing, corporate finance

Development Stack

Python, FastAPI, React, Next.js, integrazione API, Qdrant, ElevenLabs, Low/No Code platforms

Education

Liceo Scientifico, Scienze Applicate

Vito Volterra, Rome

Strong foundation in mathematics, physics and computer science, with a strong focus on logical analysis and problem-solving.

AI Developer Certification

Profession AI

Advanced specialization program in end-to-end enterprise AI solution development and best practices.

Continuous and Online Training Course Playlist

Leading International Universities

Full immersion in Python and GenAI through specialized courses on FreeCodeCamp and international universities.

Extra Activities

Passion for Marketing, Entrepreneurship and Finance

Interest in developing marketing strategies, entrepreneurial management and corporate finance, with particular attention to numerical analysis and economic aspects of projects, in addition to technical aspects.

Languages

Italian (native), English (advanced)

Contact

Rome, Italy

Phone: +39 3489268630

matteoferrillowork@gmail.com

Available for AI consulting & enterprise projects