About me
I am a data scientist with a strong foundation in exploratory data analysis, machine learning, and data visualization. I specialize in turning complex datasets into actionable insights, building predictive models to improve forecasting accuracy, and designing dashboards that drive data-informed decision-making.
With a diverse background in biology, finance, and a Data Scientist Certification, I bring both analytical rigor and business perspective. My experience includes developing classification and regression models, applying customer segmentation to optimize strategies, and using data-driven approaches to improve performance outcomes.
I am passionate about applying data science, analytics, and machine learning to solve real-world problems and deliver measurable impact. Always eager to learn and collaborate, I’m seeking opportunities to contribute to innovative projects where data drives growth and efficiency.
Education
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Data Scientist - 2025
DataCamp - Online Certification - See Details -
Master of Education in Integrated Curriculum focused on Mathematics and Science - 2019
American College of Education - Indianapolis, USA (Virtual) -
Bachelor of Science in Biology - 2016
Universidad de Antioquia - Medellín, Colombia -
Bachelor of Bussines Administration in Finance - 2008
Institución Universitaria Esumer - Medellín, Colombia
Recent Work Experience
Freelance Data Scientist - Habitat Compostaje (Feb 2025 - Present)
- Organize and analyze company databases to extract actionable insights and support decision-making.
- Perform exploratory data analysis (EDA), build business intelligence dashboards in Tableau, and deliver ad-hoc reports and KPI tracking.
- Develop classification and regression models for sales and operational forecasting, and apply customer segmentation techniques to optimize marketing and business strategies.
Head of the Science Department - Marymount School Medellín (Jan 2023 - Present)
- Used data analysis to implement improvement plans based on the results of the students
- Led the Science Department by coordinating curriculum updates, trainig teachers, and managing department iniciatives
Science Teacher - Marymount School Medellín (April 2017 - Present)
- Facilitated workshops and interactive sessions to engage students in STEM topics, incorporating hands-on experiments and digital tools
- Designed and delivered tailor lessons to middle and high school students, using data to assess and refine teaching approaches