Jayashri Jagannathan

Data Scientist

The Allstate Corporation•  February 2019 - December 2019

• Created traffic and accident dynamics for real-time risk assessment models using python and machine learning, and built statistical pricing models for car insurance claims and premiums. • Worked with Machine Learning algorithms such as Linear Regression, Logistic Regression, Decision Trees and Random Forests, Gradient Boosting methods, Support Vector Machine, K Nearest Neighbors, Principal Component Analysis for dimension reduction. Worked with Python libraries such as numpy, pandas, seaborn, matplotlib, scikit-learn, scipy and beautifulsoup • Did URL categorization for Google web browsing history and search history using Natural Language Processing. • Built visualizations with python in jupyter notebook • Built visualizations and dashboards in Tableau.