In HSBC, this is the second stint, having joined in 2017, after previously working with the organization between 2007 and 2011. The experience has been primarily in Risk Management, with a focus on analytics and decision science for both retail asset products and wholesale lending products. Exposure to Financial Crime detection and monitoring has also been part of the role. Before rejoining HSBC, worked with Genpact as a consultant between 2013 and 2017. The diverse projects included sub-prime lending strategy design for a US-based client and risk-based model and strategy design for car loans for an Australia-based bank. Prior to Genpact, brief experiences were had with Emirates Islamic Bank in the UAE and Amex Saudi Arabia between 2011 and 2013. Between 2005 and 2007, worked with AbsolutData in Market Research and Analytics, and between 2003 and 2005, served as an assistant design engineer at Projects and Development India Limited.