At Nequi, I led continuous auditing with AI agents and Python, cutting IT change validation from 20–25 minutes to 2–5 minutes per case. I also expanded access reviews from random sampling to 100% of users.
I automated SOX cloud security control assessments on AWS, reducing review time per account from 8–10 hours to under five minutes. My work also contributed to stronger cloud security standards across Grupo Cibest.
Earlier, at UNIVERSIDAD EAFIT, I implemented a continuous auditing process using KNIME, data mining, and analytics. I founded ISACA MEDELLÍN and coordinated discussion groups that supported professional learning in IT governance, risk, compliance, and cybersecurity.

