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Marcelo Linero

@marcelolinero

IT auditor at Nequi who used AI and Python to automate control reviews and expand access testing to 100%.

Colombia
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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.

Experience

Work history, roles, and key accomplishments

Nequi logoNE

Auditor Senior de TI

Nequi

Apr 2023 - Jul 2026 (3 years 3 months)

Evaluated internal control environment for technology processes and projects under COBIT and ISO 27001, focusing on governance, risk, and compliance in cloud (AWS) and agile environments. Led implementation of continuous auditing with AI agents and Python scripting, reducing change validation time from 20-25 to 2-5 minutes per case and expanding access review coverage to 100% of users.

NC

Consultor de TI en Riesgos y Control Interno

Next Audit & Consulting

Jan 2022 - May 2023 (1 year 4 months)

Planned, directed, and executed IT audits for four clients across various economic sectors in Latin America, applying risk and control assessment methodologies with focus on general IT controls and SOC 2 assurance engagements. Evaluated design and operational effectiveness of general IT controls per AICPA Trust Services Criteria in three SOC 2 Type II engagements.

IC

Coordinador de Auditoria TI

IRIS CF

Apr 2022 - Apr 2023 (1 year)

Sole responsible for the IT audit function at a Colombian financial company regulated by the Superintendencia Financiera de Colombia, evaluating the internal control system under COBIT and ISO 27001 standards. Presented findings and action plans directly to the Audit Committee, assuming integral responsibility for the company's IT audit function.

Universidad EAFIT logoUE

Auditor Senior de TI

Universidad EAFIT

Jul 2021 - Apr 2022 (9 months)

Planned, executed, and controlled audits of information systems at a private higher education institution, ensuring compliance with strategic objectives and strengthening institutional corporate governance. Designed and implemented a continuous auditing process using KNIME, incorporating data mining and analytics to generate exception reports identifying control deviations in key processes.

Grupo Éxito logoGX

Auditor Senior de TI

Grupo Éxito

Mar 2014 - Jul 2021 (7 years 4 months)

Designed, executed, and reported audits and consultancies in IT governance and management, information systems, and technological infrastructure at one of Latin America's largest retailers, aligned with the strategic planning of the IT Vice Presidency and under IIA standards. Implemented data mining and analytics tools (KNIME) in the internal audit process and applied computer-assisted audit techn

Education

Degrees, certifications, and relevant coursework

CC

Corporación Universitaria de la Costa (CUC)

Especialista, Auditoría de Sistemas de Información

Specialist degree in Information Systems Auditing from Corporación Universitaria de la Costa (CUC) in 2010.

CC

Corporación Universitaria de la Costa (CUC)

Ingeniero, Ingeniería de Sistemas

Bachelor's degree in Systems Engineering from Corporación Universitaria de la Costa (CUC) in 2006.

Tech stack

Software and tools used professionally

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