Kurt Maxwell Kusterer
Cachan
Summary
Accomplished Doctoral Researcher at Université Gustave Eiffel with expertise in machine learning and data analysis. Developed the first econometric model for YouTube earnings, enhancing predictive accuracy and driving decision-making. Proficient in Python and SQL, I excel in transforming complex data into actionable insights while effectively communicating findings to stakeholders.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Doctoral Candidate/Research Scientist
Université Gustave Eiffel
Paris
03.2021 - 05.2025
- Spent four years completing PhD and conducting economic research.
- Utilized statistical and programming expertise in Python, SQL, and R to develop machine learning models that identify critical KPIs for income on the YouTube platform.
- Engineered advanced statistical framework for mapping earnings on YouTube through integrated programming techniques.
- Performed data extraction, cleaning, and organization for large datasets.
- Created visualizations that communicate essential data to stakeholders.
- Delivered findings at global symposia, such as Complex Networks 2022 and the Society of Advanced Socio-economics in 2023.
Research Assistant /Junior Data Scientist
Université Catholique de Lille
Lille
06.2020 - 12.2020
- Utilized network analysis and natural language processing to investigate the relationship between expert opinions and French COVID-19 policy changes.
- Analyzed opinion dynamics concerning lockdown measures by tracking publication timelines through comprehensive data collection and transformation.
- Employed quantitative methods to assess connections between legislative changes and community feedback.
- Created detailed summaries of existing studies for use in further investigations.
- Prepared reports, presentations, and articles using Microsoft Word and PowerPoint.
Data Consultant
Cofidis
Lille
04.2020 - 06.2020
- Worked with a five-member team on predicting early-stage consumer loan defaults.
- Enhanced risk assessment through the application of advanced machine learning methods such as GBM and random forest.
- Created a prediction system for evaluating potential loan defaults using advanced algorithms.
- Performed data extraction, cleaning, and feature engineering on financial data.
- Built application allowing bankers to determine risk levels of borrowers.
- Advised senior management on best practices for utilizing available data resources.
Education
Ph.D. - Economics (Data Analytics Focus)
Université Gustave Eiffel
France05.2025
MSc - Big Data Analytics
IESEG School of Management
France01.2020
Bachelor's degree - Financial Management
Varsity College
South Africa01.2016
Skills
- Data Analysis & Visualization
- Statistical modelling
- Critical thinking
- Driving decision making
- Predictive analytics
- Research methods
- SQL & Data Management
- Machine Learning
- Data Cleaning & Transformation
- IT & Business Analytics
- Communication & Reporting
- Programming (Python and R)
- Advanced data analysis
- Research program planning
- Research design
- Data interpretation
Certification
- Python Base programmer
Languages
English
First Language
French
Upper Intermediate (B2)
B2
Timeline
Doctoral Candidate/Research Scientist
Université Gustave Eiffel
03.2021 - 05.2025
Research Assistant /Junior Data Scientist
Université Catholique de Lille
06.2020 - 12.2020
Data Consultant
Cofidis
04.2020 - 06.2020
Ph.D. - Economics (Data Analytics Focus)
Université Gustave Eiffel
MSc - Big Data Analytics
IESEG School of Management
Bachelor's degree - Financial Management
Varsity College
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