We maintain a dataset of all UK companies and company officers and need someone to help with an entity resolution model. We have completed a good amount of scoping and research and propose an approach that will likely fit our needs:
1 searching on certain entity properties
2 searching for particular paths
3 building up a score from 1,2
4 aggregating the matched entities and outputting as virtual graph elements
If you are up for the challenge please email email@example.com and I'll send through the project brief to get a conversation started.