• Responsible for one or more highly complex or extensive operational processes. Continuously executes and improves the processes under their responsibility, adhering to defined quality and productivity standards.
• Experience in gathering requirements with the ability to abstract business processes for implementation using mathematical-analytical models, as well as monitoring them over time for calibration in production environments, following appropriate conventions and metrics, while meeting defined quality and productivity standards.
• Strong communication skills to engage with stakeholders from both technical and business areas.
• Experience in developing machine learning and AI models in general-purpose languages such as Python and R, using suitable frameworks, some of the most common being: SciPy, Pandas, Matplotlib, Scikit-learn, StatsModels, Lifelines, and XGBoost, to name a few.
• Experience in using and improving jobs on distributed processing and storage systems like Spark, Amazon EMR, and Hadoop, as well as developing end-to-end pipelines to efficiently resolve complex queries and logic while optimizing resources such as memory, processing power, and time.
• Experience working with AWS cloud technologies for analytical purposes such as S3, SageMaker, Athena, Lambda Computing, and Step Functions.

Data Scientist Tech Lead Manager

BBVA Technology Américas (Nov 2023 - Currently)

Technical leader responsible for resolving analytical incidents in production models, as well as proposing and developing new data science initiatives to make banking operations more efficient: optimal resource allocation for banking mainframe processes, cost reduction models for engineering operations, and migration of analytical models to the AWS cloud platform.

Mathematics Adjunct Lecturer

UNAM - Science Faculty (Aug 2017 - Currently)

Lecturer, teaching, development of teaching material, preparation and application of exams, emphasizing computational methods oriented the subjects towards analysis and data science, teaching record:

Subject	Semester
Multivariate analysis & statistical learning	2018-1, 2018-2, 2019-1, 2019-2, 2020-1, 2020-2, 2021-1, 2021-2, 2022-1, 2022-2, 2023-1, 2023-2, 2024-1, 2024-2, 2025-1, 2025-2
Time series analysis and forecasting	2020-1, 2021-1, 2022-1, 2023-1, 2024-1, 2025-1
Linear models	2020-2, 2021-2, 2022-2, 2023-2, 2024-2, 2025-2
Statistical Inference	2019-2

Link to University Directory

Tech Data Scientist Leader

Data Architecture and Technology (DATIO) (May 2021 - Nov 2023)

Technical leader of the analytics area, responsible for the development of predictive models and support for flow development at BBVA on a global level. Some projects I have developed include: predictive ATM maintenance, optimal remittance allocation, and cash inventory forecasting in vaults.

Data Scientist Advisor

Yave MX (Jul 2022 - Nov 2022)

Creation of a risk model and probability of default/delays for mortgage placement in a fintech company, based on historical data, credit bureau statistics, and other socioeconomic variables.