AI Product Manager · Solutions Architect · Forward Deployed Engineer
Ex-founder with 16+ years building products. After scaling and selling my business (exit 2025), I now focus on roles where impact scales: turning ambiguous business goals into production-ready AI solutions.
- AI Product Discovery → PRDs, roadmaps, and prioritization for LLM-powered products
- Solution Architecture → System design for no-code/low-code + AI integrations
- Forward Deployed Engineering → Stakeholder workshops, rapid prototyping, production delivery
Built "Jacobo", an omnichannel AI agent achieving ~90% self-service rate:
- Voice (ElevenLabs) + WhatsApp (n8n/WATI) + Aircall PBX
- Sub-agent orchestration via tool calling
- HITL handoff with full context
- The Self-Healing Chatbot — LLMOps in production: 71 evals, 6-layer defense, agentic observability, voice mode
- AI Agent Jacobo — Omnichannel multi-agent AI achieving ~90% self-service
- Career-Ops — Multi-agent job search system: 631 evaluations, 354 PDFs, HITL design
- Business OS — Custom ERP with 12 Airtable bases, 2100 fields, 170h/month saved
- Programmatic SEO — 4,730 pages from Airtable as headless CMS, 2M+ impressions
- n8n for PMs — Automation cheat sheet for product managers
Anthropic → Introduction to MCP, Claude Code in Action, Advanced MCP Topics, Building with the Claude API, AI Fluency: Framework & Foundations, Teaching AI Fluency, AI Fluency for Educators, AI Fluency for Students
Airtable → AI App Builder, Builder Certification, Admin Certification
Make Academy → Make Advanced
💼 Open to remote roles in EU/USA — AI PM, Solutions Architect, Forward Deployed Engineer