I am a Quantitative Analytics Leader with 15+ years of experience across global investment banks, including NatWest Markets, Credit Suisse, and Deutsche Bank. Currently, I serve as Senior Vice President in Quantitative Analytics at NatWest Markets, where I lead teams responsible for the development, implementation, monitoring, and governance of front-office quantitative models. My expertise spans derivatives pricing, risk management, SIMM (Initial Margin), xVA, structured rates, model validation, and quantitative software development using Python and C++. Throughout my career, I have worked at the intersection of quantitative research, technology, and business, translating complex mathematical models into scalable production solutions used by trading and risk management teams. Beyond technical work, I have extensive experience building and mentoring quant teams, hiring talent, managing stakeholder relationships, and driving strategic initiatives across global organizations. I am passionate about helping aspiring and experienced professionals navigate careers in quantitative finance, investment banking, risk management, and quantitative development. I hold a B.Tech from IIT Kharagpur and an MBA in Finance from FMS Delhi. Through Topmate, I am happy to help with quant finance career guidance, interview preparation, resume reviews, leadership and team-building discussions, and insights into the day-to-day realities of working in front-office quantitative analytics.