Pair a Buddy - Pet project - Inputs needed

Hello new over here!
I am looking to build a project to demo for a big crowd around our k8s & automation tools and all. But for the base idea, I want a platform to get folks in a room to input their personal interests & sort(company people ; professional questions:)) and want to pair them up with another colleague in the room to be a buddy. More like a social n/w or tinder but just one result and not sure how I can use AI or Datascience here really well to best create the enthusiasm in the room full of geeks [500-800]
Any ideas and starter resources can really help!!!

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