Run iTerm2 Here listed in the context menu of the current Finder's directory, installed as a Service and can have global Keyboard shortcut
Reference : https://gist.github.com/pdanford/158d74e2026f393e953ed43ff8168ec1
Run Automator > New Service > Action > Run Apple Script
Service Received Selected Folders in Finder