Business outcome first
Start with a repetitive workflow and a measurable operational result.
ABOUT
AI Engineer and founder — I build controlled AI systems for real operations.
I build companies and systems where AI removes repetitive operational work while humans keep control of sensitive decisions.
From software and growth to production AI
NovaGente focuses on AI back-office automation and Shadow Pipelines. BuscaBoi focuses on supply-chain traceability and EUDR compliance.
My work sits between messy business requests and validated action: extraction, RAG, agentic orchestration, deterministic guardrails, human approval and CRM/ERP integration.
I build in public because implementation details matter more than AI demos: what failed, what shipped, what became reliable, and what generated real operational value.
AI OPERATIONS
How I approach AI systems
Human approval where it matters
Sensitive actions, discounts and exceptions stay under human control.
Production over demos
Logging, validation, observability and system integration are part of the product.
Ventures & open source
What I'm building
Novagente
FounderAI back-office automation and Shadow Pipelines for real business operations.
AI Operations Shadow Pipelines Automation RAG
BuscaBoi
FounderTraceability and EUDR compliance infrastructure for supply chains.
Climate Tech EUDR Traceability Compliance
RAG Toolkit
Open SourceProduction-ready retrieval pipeline templates, evaluation and implementation patterns.
RAG Python Retrieval
Prompt Library
Open SourceBattle-tested prompts for extraction, classification, agents and operational workflows.
Prompting LLM Agents
Stack
Tools I work with
AI / LLM
OpenAI Anthropic Claude LangChain LangGraph LlamaIndex
Vector & Data
Weaviate Pinecone PostgreSQL Redis Supabase
Backend
Python FastAPI Node.js Prisma
Frontend
Astro React TypeScript Tailwind CSS
Infrastructure
Vercel Docker GitHub Actions AWS
What should your business automate first?
Show me one repetitive workflow and I will identify a practical first automation opportunity.