There is an option "backup conversation" on whatsapp for android.
Backup the conversation, export the conversation and send it to your email (you will even have that option in whatsapp).
Now open your email and download the exported chat history from your inbox on your iPhone
Once you install whatsapp on your iPhone, you will get a message, backup found. Now restore it.
I hope it helped you!