> AI ENGINEER / LLM EXPERT

Hi, I'm Stefano Facchin_

I design reliable RAG systems, agentic workflows and AI automation, backed by 7+ years of full-stack production experience.

LLM RAG LANGGRAPH MCP SEMANTIC SEARCH

AVAILABLE FOR NEW COLLABORATIONS

Pixel-art portrait of Stefano Facchin
> STATUS: BUILDING

01 / PROFILE

About

I am an AI Engineer and LLM expert with 7+ years of experience building high-traffic web applications in production-grade environments.

I work on RAG, LangGraph, MCP, semantic search and AI automation, connecting Python, FastAPI, Elasticsearch, Qdrant and real full-stack systems.

PHP/Symfony, React, Docker, GitLab CI/CD, Ansible, OpenTelemetry, Sentry and Zabbix are the operational base I use to ship reliable systems.

> View experience

02 / EXPERIENCE

What I have built

2023 - NOW

AI Engineer & Full-Stack Engineer

Skuola Network

High-traffic education platforms and production AI systems with PHP/Symfony, React, Docker, Elasticsearch, LangGraph, MCP and GitLab CI/CD.

PHP Symfony React Docker LangGraph

2019 - NOW

Co-founder & IT Specialist

HAVEIT SRLS

Technical ownership for Amazon Seller Central and Shopify e-commerce: scraping, pricing, supply chain and ML sales forecasting automation.

Python Shopify Amazon FBA ML Scraping

2018 - 2023

Full-Stack Developer

Adverteaser SRL

Custom B2B web applications, end-to-end delivery, direct client interface, performance work and interactive experiences with Vue.js and Three.js.

PHP MySQL Vue.js Three.js

03 / PROJECTS

Featured projects

01

AI & Search

AI Search / RAG System

RAG systems, semantic search and agentic workflows with LangGraph, MCP and FastAPI for advanced queries and less manual work.

Python LangGraph MCP RAG FastAPI
02

Automation

Workflow Automation

Python automation and n8n workflows for scraping, data sync, pricing and repeatable operations across heterogeneous systems.

n8n Python API Scraping Cron
03

Web

E-commerce Platform

Web applications and e-commerce platforms with PHP, Symfony/Vue, Shopify and MySQL, focused on performance, quality and delivery.

PHP Symfony Vue.js Shopify MySQL

04 / STACK

Technologies

Backend

PHP, Symfony, Python, Django, FastAPI, MySQL.

Frontend

TypeScript, Vue.js, React, Svelte, Astro, Three.js.

AI & Search

RAG, LLM, LangGraph, MCP, Qdrant, Elasticsearch.

DevOps

Docker, GitLab CI/CD, Jenkins, Ansible, Sentry, Zabbix.

05 / METHOD

How I work

  1. 01 I start from the operational problem, not from the loudest technology.
  2. 02 I design production-grade solutions with clear control points: logging, tracing, metrics and fallbacks.
  3. 03 I measure performance, scalability, maintenance cost and impact before calling work done.

06 / CONTACT

Let's talk

For professional opportunities, products to build, processes to automate or AI systems to take to production: tell me the context and the outcome you need.

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