To manually clean up duplicate contacts, find the contacts you want to merge and start by tapping on the contact avatar.
Tap on Merge at the bottom of the screen.
You will be taken to the Contact Edit screen where you can edit/add any additional attributes.
Once you tap save, the contacts will be merged under one contact.
Note: The following attributes will be merged - Reminders, Timelines, Tags and Notes/Descriptions.