Mohammed Arif has over 7 years of experience in pricing methodology, valuation, and risk analysis. He has worked at IBM India and Thomson Reuters India Pvt Ltd. His responsibilities have included BCP and ICDP calculations, pricing various financial instruments, conducting risk simulations, and providing training. He holds an MBA and has received awards for his work enhancing forecasting tools and processes.