Refine a dating/matching algorithm and link to website -- 2
Budget: $30 – $250 AUD
I have a python script of a machine learning matching algorithm (matching people based on questions answered - like a dating algorithm), and the matching factors that will inform the weighting. I need to work with someone to create a basic deployable version of the algorithm and link it to a questionnaire/form on a Wix website or link to streamlit.
The problem in vague terms is: there are providers and users of a certain service that is affected by their personality. My hypothesis is that there are 12 questions for users and 7 for providers (3-4 answers each) that can predict that best matches between users & providers. The only problem is that there is no existing data on these, so I will have to assign pre existing weights to the answers before deploying the algorithm, then once users and providers use it, it will learn more and adjust these weights.
This is a small task for a data scientist/ML engineer, but can lead to more work in the future.
The problem in vague terms is: there are providers and users of a certain service that is affected by their personality. My hypothesis is that there are 12 questions for users and 7 for providers (3-4 answers each) that can predict that best matches between users & providers. The only problem is that there is no existing data on these, so I will have to assign pre existing weights to the answers before deploying the algorithm, then once users and providers use it, it will learn more and adjust these weights.
This is a small task for a data scientist/ML engineer, but can lead to more work in the future.