ExperienceI'm part of the CEO team. My work has focused on go-to-market strategy, but above all I'm helping Groupon become an AI-first company.
Experience
Work
AI Engineering Intern
Atria
Jun – Aug 2025
Contributed to the development and testing of modular AI agent frameworks supporting scalable automation for enterprise clients across industries.
- Built modular context management system with 350+ reusable instructions, enabling dynamic prompt generation across 50+ client deployments
- Developed simulation and evaluation agents to test AI performance and automate QA processes across product lifecycles
- Created interactive analytics dashboards for monitoring conversion funnels and agent KPIs
Senior IT Consultant
Bip Consulting
Apr 2023 – Jul 2024
Led high-impact data and technology transformation projects across banking, government, and industrial clients, combining technical execution with stakeholder alignment.
- Led the data and technology workstream for a Caribbean banking merger, coordinating cross-team efforts to ensure accurate migration of 8,000+ accounts with zero downtime
- Conducted hyperscale data center feasibility study for Barranquilla City Government
- Co-authored and presented 19 commercial proposals, securing 7 approved projects (36% conversion rate)
IT Consultant
Bip Consulting
Oct 2021 – Mar 2023
Delivered digital transformation and IT architecture initiatives for financial, insurance, and public sector clients, focusing on cloud modernization and analytics readiness.
- Defined IT and data strategy for the stock market regulator AMV with an Azure-based architecture for market surveillance and fraud detection
- Performed technical due diligence for InsurTech Monokera on behalf of investor Krealo
- Developed Power BI dashboards to track loan portfolio performance and inform executive decision-making
IT Consultant Intern
Bip Consulting
Jan – Jul 2021
Supported IT and process optimization projects across industrial and financial clients, focusing on ERP selection, process analysis, and Lean interventions.
- Collected ERP requirements and evaluated Microsoft Dynamics, SAP, and Oracle solutions for an industrial client
- Applied Lean methodology to streamline procurement and payment processes, identifying measurable cost savings
Education
M.S. Information Systems Management
Carnegie Mellon University
Aug 2024 – Dec 2025
Heinz College, with focus on AI engineering, distributed systems, and production ML pipelines.
Coursework
- Distributed Systems for ISM
- Introduction to Machine Learning
- Machine Learning in Production (AI Engineering)
- Measuring Social
B.Sc. Systems and Computer Engineering
Universidad de Los Andes
Aug 2017 – Dec 2021
A strong foundation in software architecture, web systems, and process optimization.
Coursework
- Machine Learning Techniques
- Architecting Digital Enterprises
- Business Intelligence
- Transactional Systems
Teaching
Teaching Assistant
Distributed Systems for Information Systems Management
Carnegie Mellon University
Enterprise Architecture
Universidad de Los Andes
Linear Algebra and Differential, Integral and Vector Calculus
Universidad de Los Andes
Recognition
2025
Highest Distinction
Carnegie Mellon University
Graduated from Heinz College with the highest academic distinction, and held an Academic Excellence Scholarship across the program.
2024
COLFUTURO Loan-Scholarship
COLFUTURO
Selected for COLFUTURO's funding program for Colombians pursuing graduate study abroad, on academic merit and professional record.
2021
The Night of the Best
Ministry of Education, Colombia
Awarded by Colombia's Ministry of Education for a top national score on the Saber Pro test.