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Resume
A comprehensive overview of my professional journey, skills, and achievements in data science.
Fabian Schreuder
Data Scientist - Health & Business Insights
Personal Profile
MSc Data Science for Food and Health student at Wageningen University with proven expertise in machine learning, statistical analysis, and business intelligence. Passionate about leveraging data to uncover insights in public health, sustainability, and business performance. Experienced in developing predictive models, creating interactive dashboards, and implementing data-driven solutions that drive measurable business impact.
Work Experience
Chat Flow Content & Performance Analyst
Apr 2024 - Sep 2024Foot Locker EMEA
• NetherlandsDeveloped and maintained comprehensive Power BI dashboards to monitor chatbot performance across EMEA markets, focusing on key performance indicators like deflection rate and escalations. Analyzed chatbot interaction data to identify trends, diagnose performance issues, and pinpoint areas for improvement in customer experience.
Key Achievements:
- Built comprehensive Power BI dashboard monitoring chatbot performance across multiple markets
- Identified key performance trends leading to 15% improvement in customer satisfaction
- Optimized conversational agent performance through data-driven insights
- Reduced manual reporting time by 70% through automated dashboard solutions
CRM Marketer
Oct 2022 - Apr 2024Wageningen University & Research
• NetherlandsLed CRM integration projects to enhance customer data accuracy and enable cross-selling opportunities. Contributed to the development of comprehensive CRM strategy, focusing on data structure optimization and enabling data-driven marketing initiatives across multiple departments.
Key Achievements:
- Successfully unified Wageningen Academy & Professional Education CRM systems
- Developed Python scripts for automating data tasks, reducing manual work by 60%
- Implemented data-driven marketing strategies increasing engagement by 25%
- Improved data quality and consistency across multiple customer touchpoints
Key Projects
Healthcare Prediction Models
Developed machine learning models for predicting Chronic Kidney Disease (CKD) and Polycystic Ovary Syndrome (PCOS) using clinical data. Implemented feature engineering and model optimization techniques to achieve high accuracy rates.
Sustainability Forecasting System
Built time series forecasting models to analyze and predict food emission patterns. Created interactive dashboards for stakeholders to visualize sustainability metrics and trends.
Retail Analytics Dashboard
Developed comprehensive analytics solution for SPAR promotions, analyzing customer behavior patterns and promotional effectiveness to optimize marketing strategies.
Knowledge Graph Construction
Implemented knowledge graph solutions using medical ontologies (SNOMED-CT, LOINC) to structure and query complex healthcare data relationships.
Education
Master of Science - Data Science for Food and Health
Specialization in Health & Sustainability Analytics
Wageningen University & Research
Sep 2024 - present
- Focus on machine learning applications in healthcare
- Advanced statistical modeling for sustainability metrics
- Research in food systems and health outcomes
Bachelor of Science - Business and Consumer Sciences
Focus on Data Analytics & Consumer Behavior
Wageningen University & Research
2022
- Strong foundation in statistical analysis and research methodology
- Comprehensive studies in business analytics and consumer behavior
- Data-driven decision making and business intelligence