Resume

An overview of my professional journey, skills, and achievements in data science.

Download PDF

Fabian Schreuder

Data Scientist - Health & Business Insights

contact@fabianschreuder.com
Netherlands
https://fabianschreuder.com
LinkedIn
GitHub

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 2024
Foot Locker EMEA
• Netherlands

Developed and maintained 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 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
Power BI Data Analysis Performance Optimization Customer Experience Analytics
CRM Marketer
Oct 2022 - Apr 2024
Wageningen University & Research
• Netherlands

Led 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
  • Implemented data-driven marketing strategies increasing engagement by 25%
  • Improved data quality and consistency across multiple customer touchpoints
CRM Integration Data Strategy Marketing Analytics Automation

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.

Python Scikit-learn Pandas Machine Learning Healthcare Analytics
CKD Prediction PCOS Prediction

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.

Python Time Series Analysis Power BI Environmental Data Forecasting
Project Details

Retail Analytics Dashboard

Developed comprehensive analytics solution for SPAR promotions, analyzing customer behavior patterns and promotional effectiveness to optimize marketing strategies.

Power BI SQL Retail Analytics Customer Segmentation Marketing Analytics
Foot Locker Dashboard SPAR Promotion Analysis

Knowledge Graph Construction

Implemented knowledge graph solutions using medical ontologies (SNOMED-CT, LOINC) to structure and query complex healthcare data relationships.

RDFLib Python SNOMED-CT LOINC Semantic Web Healthcare Informatics
Project Details

Education

Master of Science - Data Science for Food and Health

Specialization in Health & Nutrition

Wageningen University & Research

Sep 2024 - present

  • Focus on machine learning applications in healthcare
  • Advanced statistical modeling for sustainability metrics
  • Research in food systems & health outcomes

Bachelor of Science - Business and Consumer Sciences

Focus on Data Analytics & Consumer Behavior

Wageningen University & Research

Oct 2022

  • Foundation in statistical analysis & research methodology
  • Data-driven decision making & business intelligence

Technical Skills

Data Analysis & Machine Learning

Python Pandas Scikit-learn NumPy SciPy Statistical Analysis Classification Models Feature Engineering

Business Intelligence & Visualization

Power BI Tableau Matplotlib Seaborn Plotly Dashboard Development KPI Monitoring Performance Analytics

Data Engineering & Integration

SQL ETL Processes Data Pipeline Development CRM Integration Knowledge Graphs RDFLib Data Quality Management

Cloud & DevOps

AWS Azure Google Cloud Git Docker MLflow Jupyter Apache Spark

Languages

Dutch Native
English Fluent
German Intermediate