CV

Work Experience

Machine Learning Engineer

Youwe Concept B.V. · The Netherlands
  • 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

University of Groningen · The Netherlands
  • 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

Wisenet Center – University of Agder · Norway
  • Supported the design of the Ph.D. course in Deep Reinforcement Learning.
  • Taught lectures in advanced reinforcement learning algorithms to doctoral students.

Teaching Assistant

Queen’s University · Canada
  • Tutored in Linear Algebra, Statistics, and Differential Equations courses.

Project Assistant

General Hospital of Medellin · Colombia
  • 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

RWTH Aachen University · Germany
  • 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

University of Agder · Norway
  • 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

Queen’s University · Canada
  • 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

EIA University · Colombia
  • Project: Autonomous mobile robot navigation using particle filtering in the localization stage
  • Selected courses: Robotics, Artificial Intelligence, Continuous and Discrete Control, Mechatronics Design

Skills

Industry Knowledge

Research Engineering Design Agile Design Thinking Co-Creation

Programming Languages

Python Matlab SQL

Libraries & Frameworks

PyTorch TensorFlow Keras Horovod Pandas NumPy Matplotlib

Tools

Git / GitHub Docker LaTeX Web Design

Prototyping

3D Printing Inventor Fusion Siemens Solid Edge Altium Arduino PIC Microcontroller

Grants

Colfuturo Scholarship-Loan

Colfuturo · Colombia
  • 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

Sapiencia – Medellin Mayor’s Office · Colombia
  • 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

Programme Committee AI & CCS – University of Groningen · The Netherlands

Finalist at the Forsker Grand Prix

University of Agder · Norway
  • Finalist in the science popularisation contest Forsker Grand Prix with the talk “Helping machines to make safe actions.”

Orchid Gold Award

Medellin Council · Colombia
  • Awarded to my robotics team for developments in mobile robots for international university competitions.

Champion at RoboRave International

RoboRave · USA
  • Won first place in the Fire Fighting challenge with an autonomous mobile robot (Arduino + PIC Microcontroller).

Champion at RoboRave Colombia

RoboRave · Colombia
  • Won first place in the Fire Fighting challenge with an autonomous mobile robot (Arduino + PIC).

Service and Leadership

Reviewer

  • Review scientific papers for multiple conferences and journals in AI and control.

Academic and Skills Development Coordinator

UiAdoc · Norway
  • Organized events to support professional development of doctoral researchers in Agder.

Event Organizer

ACI Medellin · Colombia
  • Organized virtual conferences in science popularization and cultural exchange for small businesses.

Community Manager

IEEE Colombia · Colombia
  • Managed social media accounts to promote the 4th IEEE Colombian Conference on Automatic Control.

Student Mentor

Clubes de Ciencia Colombia · Colombia
  • Developed a workshop on 3D printing and CAD modelling to prototype medical devices, targeting young people aged 13–18.

Student Mentor

Parque Explora · Colombia
  • Supported a school research project developing a robotic manipulator prototype for use in chemical laboratories.