1. Customer Churn Prediction Model
Developed a machine learning model that analyzes customer behavior and transaction history to predict which customers are likely to leave a subscription service
2. Real Estate Price Prediction
Created a predictive model that uses historical property data, neighborhood features, and market trends to estimate real estate prices.
3. Credit Scoring System
Designed a machine learning model that evaluates loan applicants by analyzing credit history and income data.
4. Diabetes Diagnosis Assistant
Developed a decision tree model that analyzes patient symptoms and lab results to assist doctors in diagnosing diabetes.
5. Sentiment Analysis for Brand Monitoring
Created a natural language processing model that analyzes Twitter feeds and product reviews to assess public sentiment about a new smartphone launch.
6. Personalized Recommendation Engine
Developed a collaborative filtering model for an online bookstore that recommends books based on user purchase history and preferences.
7. Stock Market Prediction Model
Developed a recurrent neural network (RNN) to analyze stock price movements and trading volumes.
