Hello, I'm able to create a python application that hosts the machine learning code and a web application.
A simple version, like you asked, can be composed of a data upload form and a candlestick chart to view the results. I can provide a basic machine learning model that you can change or improve later, retraining is a slow process so the UI should also include the necessary buttons and status messages.