Miguel MM

Senior Software Engineer

Tecnológico de Monterrey•  August 2018 - June 2023

Professor for Analyzed large datasets using statistical techniques to identify trends, patterns, and outliers for business insights and decision-making purposes. Developed and implemented data collection methods, ensuring data accuracy and completeness, resulting in improved data quality and reliability. Created data visualizations, including charts, graphs, and dashboards, to effectively communicate complex findings and facilitate data-driven decision-making. Collaborated with cross-functional teams to identify data requirements and design effective solutions, resulting in improved operational efficiency and enhanced data analysis capabilities

Software Engineer

Applied Mathematics and Systems Research Institute•  January 2014 - January 2017

Utilized advanced statistical techniques, such as regression analysis and optimization algorithms, to analyze large datasets and extract actionable insights for business decisionmaking. Developed and implemented predictive models to forecast oil production behavior, resulting in a increase in inversion conversion rates. Collaborated with cross-functional teams to design and conduct A/B tests, leading to a best improvement in detection of production area. Automated data cleaning and preprocessing tasks using Fortran, F#, Python and SQL, reducing data processing time and improving data accuracy. Create and maintain numerical algorithms and routines to optimize the operational processes of the Institute. Develop high-performance computing solutions, including parallel architectures and distributed computing. Design and analyze numerical models to help inform the Institute's decision making. Keep up to date on new advancements in numerical methods, parallel computing, and optimization.

Universidad Nacional Autónoma de México

Specialization in Business Law, M.Tech•  August 2020 - December 2021

Business Law

Universidad Nacional Autónoma de México

Posgrado de Ingenieria, PhD•  February 2008 - October 2013

Posgrado de Ingenieria Civil

Universidad Nacional Autónoma de México

Posgrado de ingenieria, MS•  August 2004 - February 2007

Master in Civil Engineering

Universidad Autónoma de Sinaloa

Civil Engineering, BS•  August 1999 - May 2004

Civil engineering