Professor in the Master of Data Science, I taught the following courses: 1. Advanced data visualization in Data Science. 2. Neural networks: Deep Learning

As part of the research team:1. We develop data-driven models to optimize the performance of the company's products.2. We research and validate the latest technologies used in the industry in order to improve existing products and create new products.3. We participate in the operational flow to put models into production and carry out performance monitoring.4. We are in charge of the collection and creation of data sets, databases that allow us to create and validate the models.

Professional services in data structure, analysis and visualization to support the diagnosis and operationalization of a decentralized entity of the municipal order that dynamizes the creation and operation of the public employment agency.

Professional services for the design, development, implementation, maintenance and updating of databases, digital solutions based on artificial intelligence and data pipelines within the scope of the digital government policy.

Professional services, carrying out activities related to the software management for the processing and use of data in order to adjust machine learning models related to covid-19.

Co-direction of undergraduate projects related to machine and deep learning for image and video processing and participation in the projects:1. "Propuesta metodológica basada en Redes Neuronales Artificiales para la determinación de la gestión adecuada de los residuos sólidos urbanos en zonas de recolección de la ciudad de Bogotá".2. "DeepSARS: Sistema de aprendizaje automático para la identificación temprana y seguimiento de pacientes con riesgo de síndrome de distrés repiratorio y agudo".

Development of the practical and theoretical contents of the artificial intelligence and machine learning courses.

Professional participation in the research project: "Investigación y desarrollo de tecnologías para la mejora de los procesos de transporte de crudos pesados y extra-pesados colombianos" by Universidad Pontificia Bolivariana and Ecopetrol.