Cases

• MELO CREO — AI career guidance for public schools

  MELO CREO fights an invisible problem: in Medellín, thousands of students finish high school without a clear path — not for lack of scholarships, but for lack of information at the right moment. I built the entire product technology end to end. The system combines a diagnostic survey, an interactive learning platform, and three conversational AI agents — a Vocational Bot, the MELO Agent, and a Scholarship Advisor — that answer each student's specific questions about careers, admission requirements and financing. Built with academic-grade evaluation (an RCT is underway for 2026) — impact measured with causal humility, not marketing claims.

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• SLEP Chile — WhatsApp AI agent for school enrollment

  A conversational AI agent over WhatsApp that helps families enroll in Chile's public school system (SLEP del Pino) and connects to the national admission system (SAE). I led the agent design and orchestration: WhatsApp → n8n on GCP → a LangGraph agent → MongoDB CRM → Superset dashboards.

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• HeyMoni — a financial assistant over WhatsApp

  A personal project: a financial-assistant chatbot over WhatsApp with a web dashboard, built to make money management feel effortless. Founder and sole builder — product, agent logic, and infrastructure (n8n + ChatWoot + AWS Lambda + Payku).

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