The 22-year-old has made three first-team appearances for the Premier League club since his senior debut against Arsenal in December 2018.
"He is an exciting prospect and I have no doubt he will fit in well," Gills boss Steve Evans told the club website.
"He is very quick, direct, hungry, and will cause defences a lot of problems in our division."
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