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I need to develop a user interface to input demographic data from users - gender, age, location, etc.

One of the fields must be a dropdown with auto-complete options (about 10 options). These options must be derived based on the demographic data of the user and historical datasets.

I need to find a third-party solution to provide me these recommendations based on historical datasets (e.g. AWS or Azure), however I am a bit overwhelmed by the many offerings out there.

My question is - is this considered a recommendation problem? Should I focus my research on recommendation solutions?

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