Scalable Machine Learning (Spark)
Industrial Energy Forecasting
Spark-MLLib based analytics for predicting energy consumption in steel manufacturing.
Big Data Churn Analytics
Scalable customer retention system implementing Spark-MLLib for large-scale financial datasets.
Predictive Analytics & Finance
Credit Card Fraud Detection
Anomaly detection system using ensemble methods to identify fraudulent transactions with high precision.
Financial Customer Segmentation
Unsupervised clustering of banking customers to identify behavior profiles for targeted marketing.
Online Retail Segmentation
RFM analysis and K-Means clustering for segmenting e-commerce customers based on lifetime value.
Subscription Churn Prediction
Predictive modeling identifying high-risk customers likely to terminate subscription services.
Insurance Claim Risk Prediction
Risk assessment model predicting likelihood of insurance claims based on policyholder demographics.
Medical & Health Intelligence
Liver Cirrhosis Stage Prediction
Predicting the stage of liver cirrhosis based on clinical and biochemical parameters.
Parkinson's Disease Detection
ML model for early detection of Parkinson's Disease using vocal features and data patterns.
Life Expectancy Prediction
Demographic analysis and prediction of life duration based on socio-economic factors.
Finance & Risk Analytics
Credit Card Approval Prediction
Predicting the likelihood of credit card approval based on applicant profiles and history.
Credit Score Classification
Classifying individuals into credit score brackets using supervised learning techniques.
Travel Insurance Claim Prediction
Assessing claim risk for travel insurance policies based on trip and traveler data.
Company Bankruptcy Prediction
Financial risk modeling to identify firms at risk of bankruptcy using corporate metrics.
Sales & E-commerce Intelligence
Superstore Sales Prediction
Retail forecasting system for predicting store-wide sales volumes across categories.
Black Friday Sales Prediction
Customer purchase behavior analysis for peak retail events like Black Friday.
Walmart Weekly Sales Prediction
Time-aware sales forecasting for massive retail data using seasonal modeling.
Agriculture & Environment AI
Agricultural Crop Yield Prediction
Precision agriculture model for estimating crop productivity based on environmental factors.
Water Quality Prediction
Environmental monitoring AI for assessing water safety and sustainability metrics.
Weather Prediction using ML
Atmospheric data analysis for localized weather and climate event forecasting.
Operations & Transportation AI
Taxi Trip Fare Prediction
Dynamic pricing and fare estimation for ride-sharing and transit services.
Flight Price Prediction
Predictive modeling for airline ticket price fluctuations based on historical data.
Titanic Survival Prediction
Classic supervised learning model for predicting passenger survival based on demographics.
Industrial & Specialized AI
Concrete Strength Prediction
Material science AI for estimating the compressive strength of high-performance concrete.
Stellar Classification SDSS 17
Astrophysics ML for classifying stars, galaxies, and quasars using spectral data.
Wine Quality Prediction
Quality assessment AI for classifying wine grade based on physiochemical properties.
General Predictive Modeling
House Price Prediction
Real estate valuation model for predicting residential property prices.
World University Rating Prediction
Academic benchmarking model for predicting global university rankings.
Employee Attrition Prediction
HR analytics for predicting employee turnover and retention probabilities.