Property and equipment, net (Tables)

12 Months Ended

Dec. 31, 2021

Property, Plant and Equipment [Abstract]

Schedule of Property and equipment

	December 31, 2021			December 31, 2020
Electronic devices	$	86,371		$	161,571
Office equipment, fixtures and furniture		237,217			83,380
Automobile		60,352			58,943
Computer and network equipment		403,410			369,654
Leasehold improvement		418,261			346,478
Construction in progress*		—			1,971,568
Subtotal		1,205,611			2,991,594
Less: accumulated depreciation and amortization		(951,020	)		(798,405	)
Total	$	254,591		$	2,193,189