Shrutika Pujari

Collaborated with a team to develop machine learning models to predict frog species using climate data, achieving an F1 score of 0.69. Optimized feature selection in NumPy, reducing redundant variables and enhancing interpretability.

Provided mentorship to peers in business analytics, fostering skill development and professional growth within the community.

Supported over 200 students in mastering concepts related to Big Data and Database Foundations for Business Analytics, enhancing their understanding of critical IT skills.

Optimized revenue through customer segmentation using clustering techniques, resulting in a significant increase in membership and user satisfaction.

Executed MapReduce and Pig scripts to identify risk factors in truck driving, reducing accidents by 30%. Created dashboards in Tableau to enhance data comprehension.

Developed a machine learning model for flight price prediction using KNN, achieving 97% accuracy. Enhanced model performance with Gradient Boosting, significantly reducing RMSE.

Implemented A/B testing and utilized SQL and Python to analyze customer journeys, optimizing email marketing and boosting sales funnel throughput significantly. Developed dashboards in Power BI for enhanced decision-making.

Pursuing a Master of Science in Business Analytics & Artificial Intelligence with a focus on advanced analytical techniques and machine learning applications. Honors include Graduate Certificates in Applied Machine Learning and Business Decision Analytics.

Completed a Bachelor of Business Administration with a specialization in Digital Marketing, focusing on marketing strategies and digital tools to enhance business performance.