Data Analyst
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SIATA
February 2026 - Present
SIATA - Early Warning System of the Aburrá Valley. I process and analyze LiDAR point cloud data to detect and classify environmental hazards for risk assessment and early warning systems.
- Analyze 3D LiDAR data using machine learning and statistical methods.
- Build data processing pipelines for point cloud analysis: cleaning, feature extraction, model training.
- Develop ML models to support risk assessment.
Research Assistant (February 2024 - Present)
- Developed an open-source framework to simulate origami patterns' mechanical behavior.
- Explored origami-based deployable structures for space applications like solar sails and habitats.
- Proficient in using ANSYS, FreeCAD, and PrePoMax to simulate, design, and analyze mechanical systems.
Research Intern (February 2023 - January 2024)
- Developed a Python-based computational tool for the mechanical analysis of origami-based structures.
- Conceptualized an origami-inspired deployable habitat for extreme Earth and space environments.
Mechanical Engineer
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MinCiencias
September 2021 - December 2021
Ministerio de Ciencia, Tecnología e Innovación. World Space Week Colombia 2021 planning and management. Support for the formulation and monitoring of programs and strategic projects of Science, Technology and Innovation.
- Development of a machine learning model for the prediction of solar irradiation.
- Design of a tracking system for solar panels based on image processing using Raspberry Pi.
Undergraduate Researcher and Coordinator
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SCP - EAFIT
May 2017 - September 2019
Semillero de Cohetería y Propulsión (SCP), Universidad EAFIT. Performance characterization of a composite solid propellant rocket motor based on Ammonium Nitrate.
CAPAZ Program, Universidad EAFIT. Tutoring students in Calculus, Linear Algebra and Solid Mechanics courses.