Tse was born in Hong Kong and at an early age, played football streets with his father.

In 2012, he joined Chelsea Soccer School where he trained under the tutelage of Shum Kwok Pui and participated in various tournaments in Spain and the Mediterranean, eventually earning him a call up to the Hong Kong's U-16 team.

At a regional youth tournament organized by Manchester United, Tse's performances attracted the attention of Shandong Luneng's chairman who offered him the opportunity to join the club.

[2] In March 2016, Tse and his Chelsea School teammate Jordan Lam went on trial at Leicester City.

[13] On 15 June 2023, Tse made his international debut for Hong Kong in a friendly match against Vietnam.