SAI CHARAN ATTILI

Brain Tumor Classification using MRI :

• Developed a Convolutional Neural Network (CNN) for automated classification of brain tumors into types (e.g., pituitary, glioma, meningioma).
• Implemented image preprocessing steps, including resizing, normalization, and augmentation, to prepare MRI data for model input.
• Visualized training progress by plotting training and validation accuracy and loss curves to evaluate model performance.
• Conducted predictions on some MRI scans and mapped the outputs to corresponding tumor classes.
• Utilized Python, TensorFlow/Keras, OpenCV, and Matplotlib for model development, image handling, and result visualization.

Experienced in using AutoCAD for detailed design and drafting, with a solid understanding of electrical harnessing principles for designing and implementing wiring systems.

Experienced in designing and implementing systems for harvesting and utilizing energy in emergency situations to ensure reliable power supply and sustainability.