Machine Learning Scientist | MLOps Specialist


I am a Machine Learning Scientist and technologist, with a primary focus on utilizing cutting-edge technologies like Jax/Flax, Docker, Kubeflow, and TensorFlow to create impactful products that address complex challenges. I am a seasoned infrastructure architect and cloud forensics technician with expertise in GCP (Google Cloud Platform) and Azure. I specialize in deploying MLOps (Machine Learning Operations) solutions using Kubeflow.

I am a software developer with a diverse background in software exploitation, math, information security, open-source development, and DevOps practices. I have extensive experience in these areas, and I am particularly passionate about community engagement and leadership in ML communities both in Canada and Colombia.

Additionally, I am a Google Developer Expert, Docker Captain, and Kubeflow Community member.

Currently I am working as Chief Lead Analyst for Updata in Canada. I speak English, French & Spanish


September 2021 - Present Chief Lead Analyst / Tech Lead at Updata - Victoriaville, Quebec, Canada

July 2020 - December 2020 Chief Technology Officer / Founder at Cerberus - Bogota D.C., Capital District, Colombia

2019.07 Google Developer Expert at Google Developers - Canada

2019.03 - 2020 AI & Robotics Lead Lead at Kiwi Campus - _Berkeley, United States

2017.06 - 2019.03 Machine Learning Engineer at Kiwi Campus - _Berkeley, United States

2016-2017 Security Analyst at Independent - _Bogota, Colombia

2017.01 Teacher Assistant at Stanford Pre-Collegiate Summer Institutes - _Chía, Colombia

Project beetwen Eduexplora and Stanford

2015.04 - 2016.05 Chief Technology Officer at Consejo Estudiantil Uniandino - _Bogotá, Colombia

Responsible of a team of 20 software engineers students that provided technological solutions to members of the student council.

2016 Instructor (Pro Bono) at Universidad de los Andes - _Bogotá, Colombia

2016.05-2016.10 Teaching Assistant in Computational Science at Science Faculty, Universidad de los Andes - _Bogotá, Colombia

Creator of material and lectures on computing tools used in Science, using Python and R, with application to MonteCarlo simulations, numerical methods and data analysis.

2015.05-2016.01 Mathematics Coordinator at Continuing Education Faculty Universidad de los Andes - _Bogotá, Colombia

Moodle administrator and course creator.



2022 Universidad of London, London

Bachelor of Computer Science program

Field of study: ML/AI Courses: Artificial Intelligence, Machine Learning, Data Science, Data Structures and Algorithms, Software Engineering, Computer Systems, Databases, Web Development, Computer Security, Computer Networking, Operating Systems, Computer Architecture, Discrete Mathematics, Calculus, Linear Algebra, Statistics, Probability, and Combinatorics.

2013-2016 Universidad de los Andes, Bogota

Bachelor’s degree (dropout) program

Field of study: Mathematics

Courses: Applied Differential Equations, Quantum Computing, Advanced Mathematical Physics.

2013-2016 Universidad de los Andes, Bogota

Bachelor’s degree (dropout) program

Field of study: Physics

Courses: Computational Science, Electromagnetism and Waves, Mathematical Methods of Physics

2010-2013 Concordia University, Montréal, Canada

Bachelor Degree (droput)

Field of study: Computer Engineer

Relevant courses: Digital Design, Computer Architecture & Design, Embedded Design Additional courses in: Engineering Design

Activities and societies:


2016 Winner of the 1st Capture the Flag InfoSec competition at Universidad de los Andes