Open to opportunities

Anabeth Radünz

@anabethradnz

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Experienced data scientist specializing in machine learning and statistical modeling.

Brazil

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can apply my statistical expertise to drive impactful data solutions.

I am a Data Scientist with over 8 years of experience in data analysis, machine learning, and statistical modeling. My expertise lies in developing advanced predictive models and delivering data-driven solutions to complex problems. I am proficient in Python, R, and SQL, with a strong background in quantitative risk analysis and applied research.

Throughout my career, I have demonstrated a proven track record in cross-functional collaboration, successfully transitioning research from concept to real-world applications. At Allianz, I designed and implemented KPIs and monitoring dashboards that provided actionable insights, contributing to a 45% increase in sales for our fleet insurance product. My commitment to leveraging statistical expertise drives insights and strategic decision-making, ensuring that analytical solutions align with business objectives.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Allianz

Mar 2023 - Present (2 years 6 months)

Designed and implemented KPIs and monitoring dashboards to track key risk indicators, ensuring visibility and actionable insights for stakeholders. Developed machine learning models for risk assessment in the fleet insurance product, using Python to calculate technical pricing. These models contributed to the product exceeding performance targets, resulting in a 45% increase in sales.

Python SQL SAS Power BI Statistical Techniques Machine Learning Risk Assessment Data Visualization KPIs

Temporary Research Assistant

Florida International University

Oct 2021 - Present (3 years 11 months)

Conducted research focusing on convolutional neural networks for signal classification, boosting model accuracy. Partnered with academic and technical teams to advance data-driven solutions, employing Python and MATLAB.

Python Matlab Neural Networks Research Collaboration Data Solutions Thesis Writing

Applied Researcher

Universidade Federal de Pernambuco

Mar 2017 - Present (8 years 6 months)

Developed and refined machine learning models in Python, enhancing accuracy and applicability across diverse research and business projects. Led research initiatives, employing advanced methodologies in PyTorch for comprehensive data analysis and model optimization, resulting in high-impact solutions.

Python PyTorch Machine Learning Data Analysis Research Methodologies Optimization LaTeX

Education

Degrees, certifications, and relevant coursework

Universidade Federal de Pernambuco

PhD in Statistics, Statistics

2019 - 2023

Conducted advanced research in statistics, focusing on complex data analysis and model development. Specialized in machine learning and statistical modeling, contributing to academic publications.

Universidade Federal de Pernambuco

MSc in Statistics, Statistics

2017 - 2019

Pursued a Master of Science in Statistics, deepening knowledge in statistical theory and applied methodologies. Engaged in research projects that enhanced analytical and problem-solving skills.

Universidade Federal de Santa Maria

BSc in Statistics, Statistics

2012 - 2016

Completed a Bachelor of Science in Statistics, building a strong foundation in statistical principles and quantitative analysis. Developed core competencies in data interpretation and statistical software applications.