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Product Manager with 9+ years in AI Product Management & Data-driven Forecasting Models
Product Manager with 9+ years of experience leading data-intensive digital products across fintech, logistics, energy, aeronautics, and international organisations. Daily practitioner of AI tools (Claude, ChatGPT) as core workflow infrastructure for requirements drafting, data analysis, and decision support — not as a novelty but as how I actually work. Direct experience designing data-driven forecasting models in collaboration with engineering teams, and currently completing the AI Product Management Specialization at Duke University, building formal grounding in machine learning foundations, ML project management, and human-centred AI design. Creator of Strategic Product Management on Udemy, where I have designed structured learning curricula and assessment rubrics for 320+ students — work directly analogous to designing evaluation criteria for AI systems. Fluent English (C1) and Spanish. Certified Scrum Master and Product Owner.
University of Maryland, College Park
Specialized Program in Product Innovation, Design & Management
January 1, 2023 – October 1, 2023
Berklee Partner – EMMAT
Contemporary Music Program
January 1, 2023 – December 1, 2024
University of Los Andes, Colombia
Bachelor's Degree in Industrial Engineering · Operations Research and Finance
August 1, 2004 – September 1, 2010
Duke University (Coursera)
AI Product Management Specialization
N/A – June 30, 2026
Applaudo Studios
Senior Product Manager
October 1, 2024 – November 1, 2025
India
SASA Consultoría
Senior Product Consultant
June 1, 2024 – Present
India
Udemy - Strategic Product Management
Course Creator & Instructor
January 1, 2022 – Present
India
Sophos Solutions
Product Leader
May 1, 2021 – February 1, 2024
Bogota, Cundinamarca Department, Colombia
Jukjam
Co-founder & Product Manager
September 1, 2019 – October 1, 2022
Bogota, Cundinamarca Department, Colombia
Liftit
Product Manager
September 1, 2018 – July 1, 2019
Bogota, Cundinamarca Department, Colombia
Hitss Corporativo
Product Owner / Scrum Master
April 1, 2018 – September 1, 2018
Bogota, Cundinamarca Department, Colombia
Palmtree Consulting / SASA Consultoría
Account & Project Manager
September 1, 2011 – March 1, 2018
Bogota, Cundinamarca Department, Colombia
Udemy Course Creator: Strategic Product Management
Udemy
January 1, 2022 – Present
Certified Product Owner
International Scrum Institute
November 1, 2021 – Present
Certified Scrum Master
International Scrum Institute
February 1, 2018 – Present
Cultural Fit Analysis
The candidate's diverse experience across various industries (fintech, logistics, aeronautics, international organizations like UN) and roles (Product Manager, Consultant, Course Creator, Co-founder) indicates adaptability and a broad perspective. Their involvement in building a two-sided marketplace and leading data migration for the World Food Programme showcases a commitment to impactful projects and a proactive, entrepreneurial spirit. The ongoing AI Product Management specialization and daily use of AI tools suggest a strong interest in innovation and continuous learning, aligning well with dynamic, forward-thinking cultures.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership, strategic thinking, and cross-functional collaboration skills, evidenced by building product practices, leading agile squads, and managing complex data requirements. Their experience as a course creator also highlights an ability to structure complex information and design evaluation criteria. The continuous improvement loop applied to course content suggests an iterative and data-driven operational fit.