# Background As an AI Development Intern at the CSF, you will be tasked with developing pipelines. # Assessment Please answer the following questions in a jupyter notebook. You should only spend about two hours on these questions. If you want to spend more you can. If you\'ve run out of time, please describe thoroughly what remains to be done and how you would accomplish it. ## Jupyter Notebook to Processing Pipeline Given a jupyter notebook that has a functioning implementation of a machine learning model that identifies unique individuals out of a crowd through gait analysis, how would you translate that notebook to a piece of software that can be used to apply the model to any arbitrary images or videos provided. ## Demo Write a toy implementation of whatever machine learning concept you would like in order to demonstrate your skills. This doesn\'t need to be in the notebook if you want to use something other than python. # Submission Fork this repository and once you\'ve completed the above questions, create a pull request to merge your fork with the original repository.