Implemented natural language processing algorithms for text-based analysis tasks. Built machine learning models for classification and regression problems. Developed web-based applications that leverage machine learning models for real-time predictions. Developed reports using SQL queries to extract meaningful insights from structured data sources. Heart disease prediction model Designed and implemented a machine learning model tailored to predict heart disease. Applied advanced algorithms and data-driven techniques to enhance prediction accuracy. Contributed to improving early detection and prevention strategies for heart-related conditions. Laptop price prediction model Built a robust machine learning model to accurately predict laptop prices. Leveraged extensive datasets to train and optimize the model for precise valuation. Enhanced pricing insights, enabling better decision-making for consumers and businesses.