*Club domestic league appearances and goals, correct as of 16:48, 4 September 2024 (UTC) ‡ National team caps and goals, correct as of 16:53, 21 June 2023 (UTC)
Born in Magüí Payán, Angulo moved to Cali at the age of ten.[2] He initially joined an academy named K10, before spending seven years at another academy - Distrito FC.[2] He joined professional side Alianza Petrolera in early 2021, and was fast-tracked through their academy system into the first-team at the age of seventeen.[2]
Having made his first-team debut shortly after joining, in April 2021, Angulo spent the next two seasons establishing himself in the first team, notably scoring twice against Atlético Nacional on two separate occasions in May 2023.[3]
Angulo has represented Colombia from under-15 to under-20 level.[2] He was initially called up to the under-20 preliminary squad for the 2023 FIFA U-20 World Cup, but was not selected for the final squad by coach Héctor Cárdenas.[8]