About Me
Senior Expert Data Scientist with over 10 years of combined experience bridging the gap between theoretical knowledge and practical solutions in both industry and academia.
My expertise spans retail analytics, computer vision, and machine learning applications. I've successfully led transformative projects including national pricing optimization initiatives using IBM Cloud Pak for Data, delivering measurable impact with profitability improvements of 5-20%.
My academic foundation includes a PhD in Mathematics from UNAM, where I also served as a professor teaching courses in probability, statistics, and mathematical analysis. This unique combination of academic rigor and industry experience enables me to tackle complex data science challenges with both theoretical depth and practical insight.
Specializations
- • Machine Learning & Deep Learning
- • Computer Vision & Image Processing
- • Pricing Optimization & Forecasting
- • Statistical Analysis & Modeling
Industries
- • Retail & E-commerce
- • Fashion & Apparel
- • Government & Public Sector
- • Academia & Research
Technical Expertise
Machine Learning Frameworks
NumPy
Pandas
Scikit-Learn
Keras
TensorFlow
PyTorch
OpenCV
NLP (Natural Language Processing)
Text classication.
Image Processing and Computer Vision
Object detection
semantic
segmentation
facial recognition
Programming Languages
Python
R
SQL
Parallel Processing
Multiprocessing
Software
Matlab
Azure Data Studio
SQL Server
Microsoft Oficce
Google Colab
DBeaver
SPSS
Google Docs
Linux
Statistical Analysis
Hypothesis testing
Regression (parametric and non-parametric)
Bayesian and non-Bayesian methods
Advanced Statistical Algorithms
Time Series Analysis
Forecasting (short-term)
Cloud Platforms
Google Cloud Platform (GCP)
IBM Cloud Pak for Data
Data Visualization
Matplotlib
Seaborn
Agile Methodologies
SCRUM
Version Control
Git
Big Data Technologies
EDUCATION
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PhD in Mathematics
National Autonomous University of Mexico, CDMX
Expected Graduation: AUG, 2024.
2012-2017
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M.S. in Science.
National Autonomous University of Mexico, CDMX
Graduated: JUNE, 2012.
2010-2012
-
Bachelor of Mathematics
National Autonomous University of Mexico, CDMX
Graduated: JAN, 2010.
2006-2009
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Bachelor of Actuarial Science
National Autonomous University of Mexico, CDMX
Expected Graduation: AUG, 2024.
2005-2007
GENERAL SKILLS
- Collaborative Team Player, Problem Solving, Effective Communication, Adaptability, Creativity, Solution-Oriented, Afable, Teamwork.
LANGUAGES
- English (fluent) and Spanish (native)
SOFTWARE DEVELOPMENT
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Apolonio v1. A graphical interface to teach a generalization of the circle, ellipse, parabola and hyperbola. Laboratory of scienti c computation of the National Autonomous University of Mexico. (Matlab): JAN 2007- DEC 2010.
Tools Utilized: Matlab.
LECTURES
- Reconstrucción booleana de materiales porosos, invited talk in the DÉCIMA SEMANA INTERNACIONAL DE LA ESTADÍSTICA Y LA PROBABILIDAD, Puebla, Puebla. JUNE 2017.
- Una aplicación de la Teoría Ergódica en la búsqueda de Google in the XLII CONGRESO NACIONAL DE LA SOCIEDAD MATEMÁTICA, Zacatecas, Zacatecas. Oct 2017.
INTERESTS
- Exploring emerging trends in AI, machine learning, and automotive technology.
- Contributing to open-source data science projects.