Senior software engineer based in Medellín, Colombia, with 6 years building production web systems. Today I work on a US healthcare analytics platform and integrate LLMs into real products.
- AI / LLM integration: RAG, tool calling, MCP, agent workflows
- Backend: Python, TypeScript/Node, Ruby on Rails
- Frontend: React, TypeScript
- Cloud & delivery: AWS (Lambda, ECS, S3, CloudWatch), Docker, GitHub Actions, PostgreSQL
- Security: SAST and secret scanning in CI, OWASP Top 10 for LLM applications
- Shipping AI features in production with evals, guardrails and cost per request in mind
- Studying Information Security Engineering at Politécnico Grancolombiano


