The 20-year-old came through the West Yorkshire side's academy and made three appearances for the first team.
"I'm really excited to get started. Once I knew of Blackpool's interest, I was really keen to get this done," he told the club website.
"I've been at Leeds for 10 years, but I feel now is the right time to move on and make the next step in my career."
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