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jacoprudot/README.md

Jacobo Prudot — AI Automation & Full-Stack Developer

10+ years building and shipping: AI agents, RAG systems, automation, and full-stack products. Solo technical founder — I architect, build, and operate complete products end-to-end, from agent orchestration to production infrastructure.

  • 🏢 Leon Gael LLC — AI automation for LATAM (SAP B1, regulated fintech, legal)
  • 💰 Freelance (Contra)
  • 🖥️ Everything I ship runs in production: NL agent with 16 tools for SAP B1, legal AI assistant with strict RAG, voice+chat customer agents, 20 Docker services on a single 24 GB ARM VPS

What I do

Area Evidence
AI Agents Multi-agent systems (plan → build → review → verify), MCP integrations, agent observability with token/cost tracking
RAG & Document AI Strict RAG for regulated domains: hybrid search + cross-encoder reranking (+42% answer pass rate), cited, anti-hallucination by design
Local LLM deployment 27B dense model with 64K context on 8 GB VRAM — IQ4_XS + MTP speculative decoding, measured benchmarks (local-llm-benchmark)
Automation n8n in production (queue mode + workers), Monday.com marketplace apps, lead-gen automations
Full-stack Next.js 15 · React 19 · TypeScript (strict) · Tailwind · PostgreSQL 16 · Supabase · Stripe
Infra Docker Compose · Traefik · Oracle Cloud ARM · Huawei Cloud · Vercel · CI/CD

Featured projects

  • n8n-digest — AI triage of the n8n community job feed: Gmail → LLM classification → ranked apply/skip digest. Built 100% agent-first (spec → test → AI implementation → review).
  • cider-knowledge — AI knowledge library with cited Q&A over course materials. Live demo included.
  • editorial-design-system — Storybook-documented React design system for long-form editorial work.
  • licita-lat — Next.js platform for LATAM procurement workflows.

Working principles

  • Discuss → plan → execute → verify → complete, with atomic commits and documented decisions
  • Revenue-first: build only what sells, validate with a paying customer before scaling
  • Bilingual: español nativo, English técnico y comercial

📬 jaco@leongael.xyz · 🌐 leongael.xyz

Popular repositories Loading

  1. n8n-digest n8n-digest Public

    AI triage of the n8n community job feed - Gmail to LLM classification to ranked apply/skip digest. Built agent-first: spec, test, AI implementation, review.

    TypeScript

  2. editorial-design-system editorial-design-system Public

    Editorial design system for long-form briefs and proposal pages - React + TypeScript, Storybook-documented, AI-design-tooling provenance.

    TypeScript

  3. licita-lat licita-lat Public

    Next.js + Prisma platform for LATAM public procurement - country and category guides plus glossary for navigating tenders.

    TypeScript

  4. local-llm-benchmark local-llm-benchmark Public

    27B dense LLM with 64K context on 8GB VRAM - measured llama.cpp benchmarks (IQ4_XS + MTP)

    Python

  5. jacoprudot jacoprudot Public

    Profile README

  6. forge3-scanner forge3-scanner Public

    Free open-source universal legacy system scanner - deep VFP9 analysis, migration profiles with cost estimates

    TypeScript