AI that does real work. Engineering that survives production.

The six pillars

• 01

  Applied AI & Agents

  AI that does real work, not a demo.

  • Multi-LLM (Claude, OpenAI, Gemini)
  • Multi-agent systems
  • RAG and prompt routing
  • AI document generation
  • OCR and document intelligence
  • Safety gates

  • ·An ATS résumé generator in seconds.
  • ·A multi-agent framework with 12+ specialists and quality gates.
  • ·A document → OCR → AI validation → database pipeline, with confidence scoring.
• 02

  Automation & Orchestration

  From trigger to delivery, no hands.

  • n8n in production (queue mode, Postgres + Redis + Traefik)
  • Multichannel messaging (WhatsApp, email, Telegram)
  • Idempotent webhooks (HMAC)
  • B2B prospecting (enrichment and dedup)
  • Lead state machines

  • ·n8n infra in queue mode with 400+ integrations.
  • ·A multichannel messaging hub with anti-ban and fallback.
  • ·A prospecting pipeline that dedupes bases of tens of thousands of records.
• 03

  Web Engineering & Product

  Premium web that survives production.

  • React 18/19 + Vite + TypeScript
  • Offline-first PWA (Workbox/Dexie)
  • GSAP + Three.js / R3F
  • Design systems (Radix/shadcn/Tailwind)
  • WCAG AA accessibility

  • ·An offline-first PWA with 700+ tests and an offline queue.
  • ·A funnel with a 3D hero and an interactive quiz.
  • ·Whitelabel sites that shorten time-to-market.
• 04

  Back-end · Data · Security

  Data isolated, secure, at scale.

  • PostgreSQL + RLS
  • Supabase (Auth, Edge Functions, Storage)
  • FastAPI / Express
  • Multi-tenancy with schema isolation
  • Idempotent provisioning, RBAC

  • ·A schema with dozens of tables and versioned migrations, RLS per user/product.
  • ·Idempotent post-purchase provisioning with HMAC.
  • ·A multi-tenant back-end with per-client isolation.
• 05

  Dev Tooling & MCP

  I build the tools the AI uses.

  • MCP servers (Python / FastMCP)
  • A 140+ tool architecture with progressive disclosure
  • Domain skills for agents
  • Safety gates (audit-before-alter)
  • Scaffolding and audit-first refactoring

  • ·An MCP server with 140+ layered tools (dev-only vs. OAuth-gated).
  • ·12 domain skills with trigger-based activation.
  • ·A security rule matrix with hard and soft gates.
• 06

  Infra & Compliance

  Runs in production, recovers from failure, respects the law.

  • Docker multi-stage + Compose
  • nginx / Traefik / Portainer
  • CI/CD (GitHub Actions)
  • Observability and structured logging
  • GDPR/Privacy by design, feature flags

  • ·Multi-stage Dockerfiles with health checks and non-root execution.
  • ·Privacy patterns with HMAC fail-closed, opt-out and dry-run by default.
  • ·Observability with structured logging.

Stack inventory

Only what's backed by real evidence — grouped, not inflated.

How I work

• Recorded decisions (ADRs)

  Every architecture choice is documented and traceable.

• Code review & tests

  Coverage focused on what can break launch, not on inflating a number.

• Privacy by design

  Minimal data, fail-closed, opt-out and dry-run by default.

• I operate alongside you

  I don't vanish at delivery — I tune and evolve the system with you.

Who I've worked with

Nameable clients and the sectors I've served — the rest stays as context, without exposing who trusted the work.

• Symmetria
• Luciana Arcos
• Gustavo Munari

+ a tech client (whitelabel) and sectors like legal, healthcare and fitness.