Chetana Shinde

Airbnb Perfect Rating Score

Implemented ML models to analyze Airbnb data to identified key factors contributing to a perfect rating score using Machine Learning models,  Logistics Regression, XGBoost, GLMNET, Random Forest, Naive Bayes and GBM where XGBoost was the winning model

Crime against Women in India

Developed interactive Tableau story with multiple dashboards uncovering the factors and key indicators responsible for safety of women in India using data analysis.

Data Analysis of Instagram Influencer to boost marketing campaign

Performed Exploratory Data Analysis on 3 large datasets of profiles which consisted of Posts- 42.5M records, Locations- 1.2M records and, Profiles- 4.5M records in Python. Developed a proprietary algorithm to generate the quality score on verified real-time profiles which helped start-up improve targeted marketing campaign.

HR Analytics Dashboard

Performed Exploratory Data Analytics and feature engineering to create HR analytics dashboard provides organizations with the necessary insights to make data-driven decisions and gain a competitive edge.

Medical Insurance Cost Prediction Website

Developed a website where user inputs data and implemented ML models like Linear Regression, SVM Regression, Ridge, and RandomForest Regression with Grid Search Cross Validation

User Behavior Database Management for Marketing Campaigns

Developed Entity-Relationship Model using Microsoft SQL Server for data storage and Information Retrieval. 
Utilized SQL to extract insights such as user demographics, preferred language, engagement metrics to come up with 
customizable plans aligning with user interests resulting in estimated 15% increase in ROI.