pocketflow/cookbook/pocketflow-map-reduce/data/resume2.txt

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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