Emily Johnson
Data Scientist

Education:
- Ph.D. in Statistics, UC Berkeley, 2020
- Master of Science in Mathematics, UCLA, 2016

Experience:
- Data Scientist, Netflix, 2020-present
  * Developed machine learning models for content recommendation
  * Implemented A/B testing frameworks to optimize user experience
  * Collaborated with product teams to define metrics and KPIs

- Data Analyst, Amazon, 2016-2020
  * Analyzed user behavior patterns to improve conversion rates
  * Created dashboards and visualizations for executive decision-making

Skills:
- Programming: R, Python, SQL
- Machine Learning: TensorFlow, PyTorch, scikit-learn
- Data Visualization: Tableau, PowerBI, matplotlib

Publications:
- "Advances in Recommendation Systems" - Journal of Machine Learning, 2021
- "Statistical Methods for Big Data" - Conference on Data Science, 2019