I am an Institutional Debt Market Architect with more than 17 years of experience designing the valuation, liquidity, and recovery protocols that banks, credit unions, fintech lenders, and private credit funds rely on to make high-stakes decisions. I’ve advised on, analyzed, or helped broker over $100 billion in performing and non-performing receivables across consumer, commercial, auto, BNPL, mortgage, and specialty finance asset classes. My work sits at the intersection of portfolio valuation, lending risk, distressed-asset strategy, and AI-driven recovery intelligence. I help institutions understand the true condition of their receivables, uncover hidden risk, and translate complex credit dynamics into clear, actionable decisions. When lenders need to determine whether to hold, reco...