Scalable AI Infrastructure
Deploying, monitoring, and scaling model pipelines in the cloud.
Airline Passenger Satisfaction Prediction
End-to-end MLOps pipeline integrating DVC for versioning, Docker for containerization, and automated deployments.
Containerized ML Infrastructure (Docker/K8s)
Life Expectancy Prediction
Supervised ML pipeline for demographic life duration prediction, fully containerized using Docker.
Company Bankruptcy Prediction
Machine learning model for firm bankruptcy prediction with a complete Docker-based infrastructure.
MLOps CI/CD Pipelines
Employee Attrition Prediction
End-to-end MLOps pipeline for predicting employee turnover, deployed on cloud infrastructure.
Credit Card Approval Prediction
Containerized credit risk model with CI/CD integration and automated monitoring.
Superstore Sales Prediction
Cloud-native sales forecasting system with model versioning and registry.
Taxi Trip Fare Prediction
Scalable fare prediction API serving real-time traffic requests via Docker/K8s.
E-Commerce Text Classification
Natural language processing pipeline for product categorization with automated re-training.