Funnel Analysis
Implemented funnel analysis, resulting in a 12% reduction in labor costs and a 26% reduction in the drop-off rate.
Institutional Effectiveness
As a People Analytics Practitioner at the Erdös Institute, I worked on a student data to enhance engagement in career coaching programs, and analyzed their performance for marketing and student success.
Talent Pool Analysis
Visualized and presented findings on the talent pool over 1,500 participants for marketing, which led to the acquisition of two new academic memberships.
Student Success Analysis
Discovered hidden opportunities by segmenting active and inactive profiles, identifying a potential revenue increase of 12%. Leveraged techniques like dimension reduction (e.g., PCA) and classification (e.g., KNN) for clustering, yielding a silhouette score of 0.56.