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revenue-optimization

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"A comprehensive SQL-based analysis of a banking database for 'The Big Bank'. This project explores customer banking behavior, transaction trends, and account management. The analysis aims to optimize banking operations, enhance fraud detection, improve customer segmentation, and increase revenue using data-driven insights."

  • Updated Mar 30, 2025

IT contains data analysis and visualizations aimed at improving a landscaping company's revenue and customer satisfaction. The project addresses two sub-goals: increasing revenue and improving customer satisfaction. Four visualizations are provided, each contributing insights toward achieving these objectives.

  • Updated Dec 4, 2023
  • Jupyter Notebook

Performed exploratory data analysis, and utilizing Recency, Frequency, and Monetary (RFM) analysis, followed by the application of K-Means clustering algorithm to define distinct customer segments. Executed targeted revenue-generating strategies tailored to each segment, resulting in increased sales and enhanced overall business performance

  • Updated Mar 10, 2024
  • Jupyter Notebook

Dynamic Pricing is an application of data science that involves adjusting the prices of a product or service based on various factors in real time. It is used by companies to optimize revenue by setting flexible prices that respond to market demand, demographics, customer behaviour and competitor prices.

  • Updated Apr 7, 2025
  • Python

Using Python Analyzing hospitality data to optimize operations, enhance customer experience, and boost revenue. Focus areas: occupancy trends, personalized services, pricing strategies, and risk management. Tools: Python (Pandas) and EDA. Enabling data-driven decisions for business success.

  • Updated Nov 26, 2024
  • Jupyter Notebook

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