Chandhana Shree Pammi

< 1 year of work experience

Dec 20254 mosMar 2026

Chennai, Tamil Nadu, India

• Developed a multi-disease prediction system using machine learning techniques to analyze patient symptoms and predict diseases, achieving improved diagnostic accuracy and efficiency. • Implemented and evaluated 3 machine learning algorithms (K-Neighbors Classifier, Gaussian Naive Bayes, and CNN) for symptom-based disease classification. • Worked with a structured dataset containing 11 symptom categories and 7 disease classes, enabling effective model training and multi-class prediction. • Performed comparative analysis of ML models, evaluating performance using accuracy metrics to identify the most effective algorithm for healthcare prediction. • Demonstrated that CNN-based models performed better in capturing complex symptom patterns, while traditional ML models provided faster and interpretable results.

Apr 20252 mosMay 2025

Chennai, Tamil Nadu, India

• Developed a REST-based web application connecting service providers and customers through a structured digital platform. • Worked on front-end development using HTML, CSS, and JavaScript, building responsive and user-friendly UI components. • Implemented API integration with Java-based backend services, enabling smooth communication between frontend and backend systems. • Supported development of a 3-portal system with multiple user roles, ensuring proper navigation and role-based functionality. • Used SQL for data handling and VS Code for development, along with debugging and UI integration improvements during the project.