🛒 Full-Stack E-Commerce App with Flutter Frontend Power BI Excel SQL Google Analytics Time-Series Forecasting + Trend Analysis Import past sales, seasonality, and campaign data. Build forecast visualizations (monthly/quarterly). Identify revenue leaks & top-performing products. Output: Business forecasting dashboard with insights. 🛒 Customer Purchase Behavior & RFM Segmentation Excel Power BI Tableau Customer Segmentation + […]
1️⃣ Objective The objective is twofold: first, to develop a predictive model for customer satisfaction based on service, speed, and order data; and second, to apply Menu Engineering principles using cost and popularity data to optimize the menu for maximum profitability and customer appeal. The insights will drive operational improvements and strategic menu adjustments. Key Goals: ✨ Predict […]
1️⃣ Objective The primary objective is to develop a robust, interpretable Binary Classification Model to predict the probability of a loan applicant defaulting. This model will utilize a comprehensive dataset of financial and demographic features to assess risk accurately, thereby enabling the financial institution to make informed lending decisions, minimize potential losses, and optimize interest rate offerings. […]
1️⃣ Objective The objective of this capstone is to analyze the effectiveness of various marketing channels and campaigns by quantifying their impact on customer acquisition and revenue generation. We will develop a predictive classification model to determine the probability of a customer converting based on campaign exposure, enabling optimization of marketing spend for maximum Return on Investment (ROI). […]
1️⃣ Objective The primary objective is to analyze historical supply chain data to identify the key factors contributing to delays in order fulfillment and delivery. We will develop a classification model capable of predicting whether a shipment will arrive early, on time, or late, allowing operations managers to proactively mitigate risks and improve customer satisfaction. Key Goals: ✨ Data […]
