Loan Approval Prediction

This loan approval prediction project aims to enhance credit risk management by using machine learning to assess applicant eligibility. Objectives include identifying key financial indicators, reducing false approvals, and improving decision-making efficiency for responsible lending.

Airbnb Price Prediction

This Airbnb Listings Analysis project examined the rentals in New York City, focusing on pricing, availability, and neighborhood trends. It provides valuable insights for optimizing rental strategies, improving pricing models, and understanding market demand.

Web Analytics

This Web Analytics project utilizes data to optimize online performance and enhance user experience across digital platforms. By analyzing website traffic patterns, user behavior, and conversion rates, it provides actionable insights for informed decision-making and digital strategy refinement.

Data Science Jobs Analysis

This DS Jobs Analysis project examines trends to inform effective talent acquisition and career strategies in the field. Using data insights, it identifies key skills and qualifications essential for data science roles, benefiting both job seekers and recruiters.

Sales Analysis

This Sales Analysis project involved identifying sales goal achievement by region, top-selling states, segment analysis, and monthly sales and profit totals. By analyzing sales trends and customer behaviors, it offers actionable insights for maximizing revenue and market penetration.

HR Analysis

This HR Analysis project leverages data to enhance workforce management and retention strategies. By analyzing employee turnover rates and identifying key factors contributing to attrition, it offers actionable insights for proactive HR decision-making and organizational growth.

E-commerce Analytics

This E-commerce Analytics project focused on predicting optimal investment areas between the app and website. By analyzing user behavior, traffic patterns, and customer preferences, it offers strategic insights for determining where to allocate resources for maximum ROI and user engagement.

Inventory Analysis

This Inventory Analysis project utilizes data to optimize inventory management practices across different categories and sub-categories. By analyzing inventory turnover rates and demand patterns, it provides actionable insights for improving efficiency and reducing costs.