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Work Experience
Data Analyst
Merama• September 2021 - Present
- Continue building pipelines, cleaning data, standardizing (harmonize), transforming data, validating, and taking care of quality. Following the best practices on data modeling. - continues communication with an international team of stakeholders, product owners, business data users, data analytics, data engineering, and software engineering. - Sharing technical knowledge with peers and business users. - Created a great relationship with business users to have an open communication to improve their dashboards and the use of the provided data models. - reinforcing peers to ask for help when get stuck on problems. - Adapting quickly to the startup changes
Data Scientist
Raken Data Group• September 2019 - September 2021
I develop mathematical programming models and intelligent optimization algorithms for industrial production processes. - Mathematical programming: linear, no-linear, mixed, quadratic. - Metaheuristics: Genetic algorithms, NSGA-II, MOEA/D, and others flavors. - Results visualizations in Tableau and PowerBi. Relevant projects: - Quadratic programming model to optimize the price and demand of raw material to reduce the acquisition cost. This project becomes one of the main initiatives of the client. - Optimization of TV advertising campaigns under audience and budget constraints combining intelligent optimization and forecasting algorithms for a pharmaceutical company. - Products campaign design with analysis of customer segmentation for a consumer packaged goods company. Based on a RFM segmentation and customer propensity analysis. This projected helped to create specific promotions for each type of customer. Other activities: - Participation in the recruitment process for technical interviews. - Presentation of demos, MPVs, and PoCs. - Continue communication with clients about project status. Technologies: - BI: Power BI, Tableau - ML: Dataiku, Python, R - DWH: Snowflake, Datameer
Education
Instituto Tecnológico de Tijuana
Computer Science, PhD• August 2015 - December 2020
Instituto Tecnológico de Ciudad Madero
Computer Science, MS• 2013 - 2015