Open to opportunities

isabel dominguez

@isabeldominguez

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Experienced data scientist and educator with a passion for technology.

Mexico

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What I'm looking for

I am looking for opportunities that foster collaboration, innovation, and growth in data science and education.

I am a data scientist and educator with over 12 years of experience in higher education and scientific research. My expertise lies in advanced programming, data analysis, and machine learning, which I leverage to tackle complex problems. I am passionate about utilizing technology and data-driven insights to enhance learning and research outcomes.

Throughout my career, I have taught over 50 courses, supervised numerous theses, and developed specialized software for scientific simulations. My work in particle physics has involved handling and analyzing complex datasets, leading to published research in scientific journals. I continuously seek to improve data analysis workflows and have successfully developed machine learning models to enhance research capabilities.

Experience

Work history, roles, and key accomplishments

Full-Time Professor and Researcher

Autonomous University of Sinaloa

Mar 2013 - Mar 2024 (11 years)

As a Full-Time Professor and Researcher, I taught over 50 courses, supervised 11 theses, and developed specialized software for scientific simulations. My focus was on computational physics and data analysis, contributing significantly to higher education and research.

Python C++SQL Data Analysis Machine Learning Teaching Research Software Development Statistical Analysis

Visiting Professor

University of Colima

Oct 2022 - Feb 2023 (4 months)

During my tenure as a Visiting Professor, I developed machine learning models and enhanced data analysis workflows for high-energy particle physics experiments, utilizing Python to drive insights and improve research outcomes.

Python Machine Learning Data Analysis Logistic Regression Decision Trees Neural Networks High Energy Particle Physics Teaching Research Data Visualization

Postdoctoral Researcher

Nuclear Sciences Institute, UNAM

Jan 2011 - Feb 2011 (1 month)

As a Postdoctoral Researcher, I optimized Monte Carlo simulations in C++ for high-energy physics research, contributing to significant advancements in the field through rigorous data analysis and simulation techniques.

C++Data Analysis Research Statistical Analysis Programming Problem Solving