
Challenge: A medical clinic experienced inconsistent physician utilization, resulting in underused appointment capacity and reduced operational efficiency.
Solution: Analyzed electronic medical record (EMR) data to identify the operational and scheduling factors affecting physician utilization. Developed analytics-driven recommendations to improve appointment utilization and resource planning.

Challenge: A dental clinic wanted to improve patient acquisition while reducing marketing costs across multiple digital channels.
Solution: Applied multivariable regression and marketing ROI analytics to evaluate the effectiveness of Google Ads, Meta, and Instagram campaigns. Identified the highest-performing channels and recommended budget reallocation based on expected returns.

Challenge: The clinic wanted to maximize daily profit from Google Ads without increasing its advertising budget.
Solution: Built a regression model to estimate keyword performance and used optimization techniques to determine the optimal maximum cost-per-click (Max CPC) for advertising keywords under budget constraints.
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