We are developing mobile application PashuDhanQR for the precise identification of the livestock using muzzle as biometric in case of cattle using machine learning technology for development of muzzle detection model. Our aim to prevent livestock insurance and finance frauds which currently occur due to absence of precise identification of livestock as the result livestock insurance and finance is complicated process, but we developed this technology and in future livestock insurance, finance and traceability become easy and convenient which also empower sustainable rural development.