Unlocking Hotel Booking Insights
Performed EDA on hotel bookings with Python, revealing trends and preferences to improve customer satisfaction and optimize bookings.
Projects
My Projects
Explore some of the projects I've worked on, showcasing my skills in data analysis, visualization, and machine learning. Each project highlights different aspects of my expertise and problem-solving abilities.
Food Vision 101: Image Classification
This repository features a CNN model for food classification with the Food101 dataset, aiming to exceed the accuracy of the reference paper.
Customer Churn Prediction & Analysis
This project focuses on predicting customer churn in the telecommunications sector by analyzing data and developing predictive models.
Health Insurance Cross-Sell Prediction
This project predicts health insurance policyholders' interest in vehicle insurance. It develops a machine learning model to enhance marketing strategies and improve cross-sell conversion rates.
Product Dissection of Zomato
Analyzed Zomato's platform and its schema design to improve food delivery, focusing on solutions for limited options, order tracking, and personalization to boost user satisfaction.
Streaming Trends Analysis
This project scrapes data from JustWatch.com to analyze streaming trends, visualizing IMDb ratings, genres, and runtimes to reveal viewer preferences and popular content.
Student Performance Predictor
This project predicts student performance using a machine learning model based on factors like test scores and parents' education, with a Flask app for real-time predictions deployed on AWS.
Music Store Sales Data Analysis
Performed SQL analysis on music store sales data to identify top revenue cities, best customers, and popular genres, offering actionable insights for optimizing marketing and sales strategies.