Open to opportunities

André Rodas

@andrrodas

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Data Scientist with expertise in machine learning and statistics.

Guatemala

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What I'm looking for

I seek a role that fosters innovation and collaboration, with opportunities for growth.

I am a dedicated Data Scientist with a Corporate Master's in Applied Data Science and a Bachelor's in Mechatronics Engineering from Universidad del Valle de Guatemala. My expertise lies in inferential statistics, quantitative research, and applied machine learning, which I leverage to develop impactful, data-driven solutions. I am committed to innovation and thrive in collaborative, cross-functional environments.

Currently, I work at Interbanco Guatemala, where I develop and implement predictive models that enhance customer retention and acquisition strategies. My role involves conducting in-depth statistical analyses to identify trends and opportunities for profitability enhancement. I also lead the design of MLOps architecture, ensuring seamless integration of machine learning models into operational processes.

Previously, I served as a Data Scientist at Tigo Guatemala, where I utilized advanced analytics tools such as Python, R, Tableau, and Power BI to analyze complex datasets. My efforts in coordinating with data engineering teams have led to significant improvements in service quality and operational efficiency. I am passionate about using data to drive decision-making and improve business outcomes.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Interbanco Guatemala

Apr 2024 - Present (1 year 1 month)

Developing and implementing predictive models to improve customer retention and acquisition strategies. Conducting in-depth statistical analysis to identify trends and opportunities for profitability enhancement and cost reduction. Leading the design of MLOps architecture and methodologies for seamless integration of machine learning models.

MLOps Data Analysis Predictive Analysis Statistical Analysis AWS Sagemaker Databricks Python SQL Tableau Power BI

Data Scientist

Tigo Guatemala

Aug 2021 - Apr 2024 (2 years 8 months)

Applied Python, R, Tableau, and Power BI for advanced analytics on complex datasets. Conducted quantitative analysis of mobile network performance and coordinated with data engineering teams to align projects with research objectives.

Python R Tableau Power BI Big Data AWS Cloudera Data Engineering Statistical Analysis

Senior Data Analyst

Universidad del Valle de Guatemala

May 2020 - Aug 2021 (1 year 3 months)

Implemented BI solutions to streamline store operations and analyzed call center data to improve service quality. Designed interactive dashboards to enhance decision-making processes.

Business Intelligence Data Analysis Tableau Statistical Techniques Dashboard Design Customer Operations Logistics People Analytics Quantitative Research

Education

Degrees, certifications, and relevant coursework

Universidad del Valle de Guatemala

Corporate Master in Applied Data Science, Applied Data Science

2020 - 2021

Grade: 93/100

Completed a Corporate Master's in Applied Data Science, focusing on data-driven insights and business intelligence solutions. Implemented BI solutions to streamline store operations and improve service quality through advanced statistical techniques.

Universidad del Valle de Guatemala

Bachelor of Science in Mechatronics Engineering, Mechatronics Engineering

2014 - 2019

Grade: 86/100

Earned a Bachelor's degree in Mechatronics Engineering, where I developed skills in quantitative research and data analysis. Designed interactive dashboards and conducted analyses to enhance decision-making processes.