CV
Work Experience
Machine Learning Engineer 2026 – Present
- Engineer and scale core features for the Artificial Corporate Intelligence Platform to enhance enterprise decision-making for B2B and B2C commerce.
Lecturer in Artificial Intelligence 2023 – 2026
- Taught and designed undergraduate and graduate-level courses in Signals & Systems, Reinforcement Learning, and Machine Learning.
- Supervised Bachelor’s and Master’s thesis projects, guiding students in the application of AI principles and research methodologies.
Teaching Assistant 2021 – 2022
- Supported the design of the Ph.D. course in Deep Reinforcement Learning.
- Taught lectures in advanced reinforcement learning algorithms to doctoral students.
Teaching Assistant 2018 – 2019
- Tutored in Linear Algebra, Statistics, and Differential Equations courses.
Project Assistant 2016 – 2017
- Designed a MakerSpace for healthcare-related projects inside the Hospital.
- Developed learning activities about co-creation methodologies for healthcare professionals.
- Prototyped two devices related to hand-washing monitoring and sterilization using the proposed co-creation methodology.
- Supervised biomedical engineering students in projects about innovation in medical devices.
Student Intern Winter 2015
- Designed algorithms to compute the size of aerosol particles from laser beam intensities.
- Tested a Bayesian inversion method to estimate aerosol particle size in a controlled environment.
Education
Ph.D. in Engineering and Science 2026 (expected)
- Project: Safe Deep Reinforcement Learning Techniques for Data-Driven Adaptive Control
- Selected courses: Convex and Non-convex Optimization, Deep Learning, Statistical Signal Processing
M.Sc. in Mathematics and Statistics 2019
- Project: On the Kalman filter with intermittent observations
- Selected courses: Stochastic Control, Modern Control Theory, Data Compression and Source Coding
B.S. in Mechatronics Engineering 2016
- Project: Autonomous mobile robot navigation using particle filtering in the localization stage
- Selected courses: Robotics, Artificial Intelligence, Continuous and Discrete Control, Mechatronics Design
Skills
Research Engineering Design Agile Design Thinking Co-Creation
Python Matlab SQL
PyTorch TensorFlow Keras Horovod Pandas NumPy Matplotlib
Git / GitHub Docker LaTeX Web Design
3D Printing Inventor Fusion Siemens Solid Edge Altium Arduino PIC Microcontroller
Grants
Colfuturo Scholarship-Loan 2017
- Grant issued by the Foundation for the Future of Colombia and the Colombian Ministry of Science, Technology, and Innovation. Used for graduate studies at Queen’s University.
Fondo Sapiencia – EPM 2011
- Grant issued by the higher education agency of the Medellin Mayor’s office. Used for bachelor studies at EIA University.
Awards
Teacher of The Year Award for AI & CCS 2025
Finalist at the Forsker Grand Prix 2020
- Finalist in the science popularisation contest Forsker Grand Prix with the talk “Helping machines to make safe actions.”
Orchid Gold Award 2014
- Awarded to my robotics team for developments in mobile robots for international university competitions.
Champion at RoboRave International 2014
- Won first place in the Fire Fighting challenge with an autonomous mobile robot (Arduino + PIC Microcontroller).
Champion at RoboRave Colombia 2013
- Won first place in the Fire Fighting challenge with an autonomous mobile robot (Arduino + PIC).
Service and Leadership
Reviewer 2022 – Present
- Review scientific papers for multiple conferences and journals in AI and control.
Academic and Skills Development Coordinator 2021 – 2022
- Organized events to support professional development of doctoral researchers in Agder.
Event Organizer 2021
- Organized virtual conferences in science popularization and cultural exchange for small businesses.
Community Manager 2019
- Managed social media accounts to promote the 4th IEEE Colombian Conference on Automatic Control.
Student Mentor 2017
- Developed a workshop on 3D printing and CAD modelling to prototype medical devices, targeting young people aged 13–18.
Student Mentor 2016
- Supported a school research project developing a robotic manipulator prototype for use in chemical laboratories.