Isara Madunika

Advanced medical image segmentation using U-Net architecture achieving 95% accuracy for precise tumor detection and analysis in MRI scans.

AI-powered chatbot that matches user input with database answers and generates smart, context-aware responses using advanced NLP techniques.

Web-based ML tool for early gastritis detection using health data, providing accurate risk assessment for preventive healthcare.

Comprehensive analysis preprocessing and visualizing patient data, implementing classification and clustering models for heart disease prediction.

Advanced pattern identification in loan default risk using sophisticated classification models and feature engineering techniques.

Intelligent research assistant that scrapes and displays up to 100 academic papers instantly using advanced web scraping and NLP techniques.

Telegram bot providing live coding help with Python programming and seamless API integration for developers and students.

Comprehensive stock trend forecasting using ARIMA models with an interactive dashboard built using R Shiny for real-time market analysis.

Statistical analysis using hypothesis testing, linear regression, and ARIMA models to forecast and analyze pandemic effects on telecommunications.

Advanced YOLOv8 model trained to detect vehicles, pedestrians, and traffic lights for autonomous vehicle applications with real-time processing.

Advanced forecasting model to predict ozone depletion trends and evaluate human environmental impact using machine learning techniques.