Bias detection app

Looking to create a simple / protoype of web-based application for Detecting Algorithmic Biases. The flow as follows: - User interaction: Test sample code with API calls or upload their AI code - The algorithm tests the data with the model for biases, results shown with possible options to mitigate the biases, - user picks an option, the algorithm works on the model based on the chosen option - new results shown and with suggested improved model All code, API, algorithm and sample data set will be provided. Tasks required are for development and testing only. Platform : python, Jupyter or Flask