Simran Pradeep Pathak

Master's

Management Information Systems

Freddie Mac

Data Analyst

- Built ML model using Logistic regression and Random Forests to identify patterns in usage and payment methods, achieving 95% accuracy - Applied Python's time series analysis on historical housing data, boosting accuracy of market forecasts by 30%, aiding strategic planning - Designed data pipelines and ETL processes for Amazon Redshift and Google Big Query, improving cloud warehousing efficiency by 27 - Developed SQL stored procedures to automate the aggregation of mortgage data, enhancing monthly financial analysis efficiency by 18 - Analyzed loan approval rates via SAP HANA, identified key trends, increasing predictive accuracy by 15% through detailed trend analysis - Utilized Excel's pivot tables for data analysis and Tableau for visualization, elevating stakeholder understanding of market trends by 35 - Conducted in-depth analysis of Salesforce data using SOQL queries, enhancing sales strategies and boosting revenue by 10 - Utilized Jira and Confluence, reducing project management time by 20% and improving documentation alignment with company practices