With over 20 years of experience across asset management, credit lending, private debt, and advisory services, I specialize in helping banks and financial institutions manage credit risk and portfolios through tech-enabled offshore solutions. My expertise spans the entire credit lifecycle — from origination and underwriting to portfolio monitoring and early warning systems — with a deep understanding of how technology and credit cycles intersect within client organizations. Throughout my career, I have worked across a wide spectrum of businesses, including capital markets, proprietary trading, asset management, and banking. I have been actively involved in setting up a structured credit fund, building a large credit platform from the ground up, crafting underwriting standards for financial institutions, and advising fintech firms on credit monitoring frameworks. Earlier in my career, I was engaged in fixed income proprietary trading, focusing on recovery computations, distressed credit, and relative value (RV) ideas in the bond market. My passion lies in credit structuring, risk transformation, and helping clients navigate evolving regulatory and operational challenges. Backed by hands-on experience across trading desks, asset managers, and banks, I bring a holistic perspective to every engagement, ensuring tailored, cost-effective, and scalable solutions for today's complex credit environments. I am also an active speaker on multiple issues pertaining to finance, credit and investments and have also participated in global conferences on fixed income and financial markets. I am also actively engaged in providing advisory and guidance to CFA aspirants and Charter holders. I am also the Founder of the YouTube channel - "Diaries of a Research Analyst". This channel is dedicated to all the Service Industry employees, particularly those working in Finance domain, wherein I speak about Finance education, current trends in Markets, investment dynamics, CFA curriculum and softer issues in the Corporate sector.