Does Ticket to Ride: The Heart of Africa use tunneling? Ticket to Ride: Europe does, but the original Ticket to Ride does not.
No, it does not.
You can find the complete rules here. It does not make any mention of tunneling as part of claiming routes.
Here is a picture of the map; you can see that no routes look like the tunnels from Europe.