Italo S.

AI Systems Engineer | AI Agents | Python | n8n | Backend Automation

Most AI agents can answer questions. I build AI systems that take action — they call APIs, process payments, route emails, and run reliably in production. Top Rated on Upwork · 100% Job Success · 240+ billed hours delivering backend and AI automation for international clients. WHAT I DELIVER ▪ AI agents with LangGraph and LangChain — custom tools, memory management, and production-ready orchestration. ▪ Backend APIs in Python (Django, Django REST Framework, FastAPI) — clean architecture, explicit data validation, and documentation. ▪ n8n automation workflows connecting LLMs (OpenAI, Claude / MCP) to your real business operations. ▪ Integrations: Mercado Pago, Stripe, Telegram, Discord, Slack, Gmail, Google Calendar, WhatsApp Business, and third-party APIs. ▪ Dockerized deployments with CI/CD — predictable, low-maintenance infrastructure. RECENT PROJECTS ▪ AI-powered payment automation platform using Django, n8n, and Mercado Pago with intelligent webhook routing and subscription management. ▪ Multi-agent systems built with LangGraph and LangChain using custom tools, memory management, and production-ready orchestration. ▪ AI email triage using OpenAI with classification, confidence scoring, automated routing, and human fallback. ▪ Claude Skills connected to backend services through n8n webhooks, allowing AI to retrieve live business information and execute real actions. HOW I WORK Clear communication, realistic estimates, and code another engineer can maintain. Security is built in from the start: RBAC, input validation, and encrypted handling of sensitive data. Send me a message describing what you want to automate — I'll reply with a concrete approach and an estimate.