Résumé
EXPERIENCE
Associate Professor & Researcher @ Instituto Politécnico Nacional
2023 – 2025
- Research and development of machine learning and deep learning models for computer vision.
Senior Data Scientist @ SoFi
2022 – 2023
- Development of credit risk models based on statistical methods and principles of fair and explainable AI.
Senior Data Scientist @ TrackChain
2020 – 2022
- Development of the initial versions of the platform's core algorithm, as well as the data pipelines and data quality processes used across teams.
Senior Research Engineer @ Barcelona Supercomputing Center
2019 – 2021
- Development of applied deep learning and data science research projects in collaboration with PhD students and researchers, on high-performance computing infrastructure.
RESEARCH STAYS
Universidad Militar Nueva Granada
2025 - 2025
Bogotá, Colombia
Universitat Politècnica de Catalunya (UPC)
2019 - 2021
Barcelona, Spain
EDUCATION
PhD. Applied AI — Universidad Autónoma de Zacatecas
2024 – 2027
M.Sc. Applied AI — INFOTEC
2021 – 2022
B.Sc. Computer Science Engineering — Instituto Politécnico Nacional
2012 – 2017
SKILLS
| languages | Python · R · Bash · SQL |
|---|---|
| data | Pandas · Numpy · Spark · Airflow · Postgres |
| ml | scikit-learn · PyTorch · MLflow |
| ops | Docker · GitHub Actions · AWS · GCP |