Souq Waqif
City Center-Doha
Museum of Islamic Arts
Pearl
Falcon Souq
Al-Bandar
Doha Golf Club
Heritage House Museum
Dhow Ride
and the list continuous....
With this heat there wont be much action during day time.
Reference: Lonely planet