The ASL Interpreter is a web application that identifies different hand gestures and translates them into alphabets of the American Sign Language using machine learning. Based on my research paper “American Sign Language recognition through AI”, I built the interpreter to help others learn sign language with more ease, as the application identifies the user’s hand gestures in real time.