Airbnb Exploratory Data Analysis

Performed EDA on 50k+ Airbnb listings using seaborn, matplotlib, pandas libraries identifying key factors impacting Airbnb bookings, the most clustered Airbnb neighborhoods and Airbnb types by using word clouds; utilized NumPy for interpreting price prediction trends and linear regression

Website Marketing Dashboard

Designed a website marketing dashboard to track factors such as sessions, exits, bounce rate, page load time, unique page views, and top page views by applying filters to improve website performance and marketing campaigns

Financial Analysis Power BI Dashboard

Built a financial dashboard in Power BI showing information like sales, profit, etc., extracted from Costco wholesale data. Used KPI cards and filters, the project addresses various business questions and provides actionable insights for decision making and performance monitoring

Credit Card Approval Prediction

Developed machine learning model to predict credit card approvals & data preprocessing to handle missing values, encode categorical variables; conducted EDA with pandas, matplotlib, seaborn to identify key features; evaluated Gradient Boosting, Logistic Regression, KNN classification algorithms

Hospital ER Dashboard

Designed Hospital Emergency Room Dashboard using Tableau, integrated KPIs like patient volume & wait times; used Figma to create dashboard layout, with data visualizations for patient demographics, visit patterns; included filters for time periods and demographics for ER performance metric analysis