Projects
By analyzing the nuances of electric guitar tones, the model offers insights into the art of audio effects, empowering musicians to understand and replicate the iconic sounds that define rock music

Brain Tumor Detection using CNN
The brain tumor detection project leveraged the capabilities of Convolutional Neural Networks (CNNs) to analyze MRI scans, demonstrating exceptional accuracy in identifying and classifying brain tumors. This application of advanced machine learning not only streamlined the diagnostic process but also provided crucial support in developing timely and effective treatment strategies.

AI Drummer
The AI Drummer project was designed to provide a virtual drumming experience, enabling users to jam solo while enjoying the feel of playing with a live drummer. Utilizing advanced AI algorithms, this system adapts to various music styles and tempos in real-time, offering a dynamic and responsive drumming companion for practice or creative exploration.
