About Charlie Pritscher
I'm a seasoned data scientist with over a decade of experience transforming complex data into strategic insights. My journey began at the University of Illinois at Urbana-Champaign, where I earned a Bachelor's degree in Statistics and Informatics. Since then, I've dedicated my career to helping businesses harness the power of data.
Professional Journey & Expertise
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DoorDash
I led competitive intelligence initiatives and developed sophisticated pricing models. I built valuation models for all merchants in Japan, collaborating closely with local teams. I created ranked lead lists using unstructured data and predictive models. I developed similarity models leveraging unstructured data and embeddings for enhanced market analysis.
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Hexagon Marketing Services
I created customer retention models and implemented NLP techniques for unstructured data analysis. I pioneered advanced machine learning algorithms to optimize marketing strategies and improve customer lifetime value.
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Aon Hewitt
I developed integrations for complex HR systems as a Workday Integration Analyst. I implemented data-driven solutions to streamline HR processes and improve operational efficiency.
Expertise
- Machine Learning and Predictive Modeling
- Natural Language Processing (NLP)
- Data Visualization and Reporting
- A/B Testing and Experimentation
- Statistical Analysis and Modeling
- Data Engineering and ETL Processes
- Cloud Computing and Deployment
- Computer Vision and Image Processing
Current Focus
- Developing AI agents for task automation and process optimization
- Implementing advanced NLP models for enhanced customer interaction
- Creating predictive analytics for real-time business insights
- Designing accessible AI solutions for businesses of all sizes
- Exploring emerging technologies like reinforcement learning and generative AI