WhatsApp now lets you turn off the read receipt. This is how it is done -
1. Open WhatsApp on your phone
2. Click on the three-dot menu on the top right corner and select Settings
3. Tap on the Accounts tab and then select Privacy
4. Uncheck the Read receipts option