[5] Anshuman Rath's home is based in Satyanagar, Bhubaneswar, Odisha, India and he belongs to an Odia family.
[11] He made his first-class debut for Hong Kong against the United Arab Emirates in the 2015–17 ICC Intercontinental Cup tournament on 11 November 2015.
[12] On 16 February 2017 in the 2015–17 ICC World Cricket League Championship match against the Netherlands, he scored his maiden List A century and added 197 runs for the third wicket with Babar Hayat.
[13] In December 2017, he scored his first century in an ODI match, when he made 143 not out against Papua New Guinea in the 2015–17 ICC World Cricket League Championship.
[19] In April 2019, he was named as the captain of Hong Kong's squad for the 2019 ICC World Cricket League Division Two tournament in Namibia.