Unsupervised ML Algorithm Development Assignment

I need help with an assignment focused on machine learning. The task involves creating a complete unsupervised ML algorithm. Ideal candidates for this project should have a strong background in machine learning, particularly in designing unsupervised algorithms. Prior experience with developing ML algorithms from scratch will be a plus.