Over a career spanning more than three decades, Ghosh has held leadership roles at Citibank, Standard Chartered Bank, and Bank Muscat, contributing to the development of retail banking across regions.

His work has focused on expanding access to credit and financial services for low-income populations, and he remains closely associated with efforts that strengthen financial inclusion and economic opportunity. His leadership has helped build a strong institutional model for inclusive banking in India.