Hey, COVID Shield projects aims to address the problem you have posted - https://github.com/CovidShield by creating an open-source exposure notification built with privacy as its top priority.

Also, Ireland has open-sourced its COVID tracker app - https://github.com/HSEIreland/covid-tracker-app .

Both projects are now part of Linux Foundation's Public Health Initiative - https://www.lfph.io/ .