Merve Gurbuz
Allen,TX
Summary
Experience with training machine learning models. Proficient knowledge in statistics, mathematics, and analytics. Excellent understanding of business operations and analytics tools for effective analyses of data. Experienced with visualizations of model metrics, key business metrics and geospatial data with Tableau and Power BI. Skilled in translating business goals into data science problems.
Overview
6
6
years of professional experience
Work History
Analytics Development Program - Data Scientist
John Deere - Aftermarket & Customer Support
01.2024 - Current
- Partnering with the Lifecycle Services team to analyze extended warranty data tables.
- Calculated loss ratios to assess the financial performance of warranty services, providing insights for strategic decision-making.
- Utilized statistical analysis and data visualization techniques to communicate findings to stakeholders.
Analytics Development Program - Data Scientist
John Deere- Intelligent Solutions Group
01.2023 - 12.2023
- Engaged in machine learning research, utilizing MLflow for model tracking and performance evaluation.
- Analyzed customer purchase data to identify seasonality trends, enhancing forecasting accuracy for inventory management.
- Assisted in the development of machine learning models to improve customer insights and business strategies.
Analytics Development Program - Data Scientist
John Deere, Supply Chain Analytics
10.2021 - 12.2022
- Conducted data analysis for supplier datasets to examine parts pricing trends over the years.
- Developed predictive models to identify price changes and their impact on supply chain operations.
- Collaborated with cross-functional teams to provide actionable insights for supply chain optimization.
Graduate Assistant
Midwestern State University
08.2019 - 05.2020
- Tutoring students enrolled in computer science classes on exams and assignments.
- Providing assistance to university faculty in teaching and research.
Education
BS - Computer Science
Uludag University
Bursa, TurkiyeMS - Analytics
Georgia Institute of Technology
Atlanta, GA01.2024
Skills
- Python programming
- R programming
- SQL databases
- Machine learning
- MS Excel
- Tableau
- Power BI
- Statistical analysis
- Scikit-learn
- Data mining
- Problem-solving abilities
Timeline
Analytics Development Program - Data Scientist
John Deere - Aftermarket & Customer Support
01.2024 - Current
Analytics Development Program - Data Scientist
John Deere- Intelligent Solutions Group
01.2023 - 12.2023
Analytics Development Program - Data Scientist
John Deere, Supply Chain Analytics
10.2021 - 12.2022
Graduate Assistant
Midwestern State University
08.2019 - 05.2020
BS - Computer Science
Uludag University
MS - Analytics
Georgia Institute of Technology
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