Served as critical analytics support for one of the industry's most active CMBS platforms, where precision and speed directly impacted deal economics and investor confidence. Over 5 years, I performed comprehensive loan-level diligence and data validation for institutional securitization transactions averaging $1.2B per deal, ensuring flawless execution from initial loan tape review through rating agency approval and investor close. Deal Volume & Quality: Supported successful launch of complex SASB and conduit transactions representing 200+ commercial loans annually, spanning 30+ states and $10B+ in aggregate property value. Maintained data accuracy exceeding 95%, protecting deal economics and minimizing post-closing adjustments. Investor-Grade Documentation: Produced institutional-quality credit write-ups and property narratives for offering memoranda used by pension funds, insurance companies, and asset managers. My analysis supported successful ratings from Moody's, S&P, Fitch, and DBRS across every transaction. Due Diligence Coordination: Implemented comprehensive due diligence across engineering firms, appraisers, environmental consultants, and property assessors for 150+ assets annually. Identifying red flags in third-party reports (structural deficiencies, environmental concerns, deferred maintenance), synthesizing findings into executive summaries that informed underwriting decisions and loan haircuts—ensuring complete investor transparency into asset risks. Complex Asset Specialization: Developed expertise in structurally complex assets including ground-lease structures, master-lease portfolios, mixed-use developments, and properties with complicated cash management waterfalls. Created specialized frameworks for non-standard deals (single-asset transactions exceeding $500M, interest-only structures, mezzanine components) enabling the platform to compete for high-margin opportunities other shops couldn't efficiently underwrite.

Performed comprehensive loan-level diligence and data validation for institutional securitization transactions, working closely with senior bankers and underwriters to ensure quality execution from initial loan tape review through rating agency approval and investor close. Every deal operated under extreme time pressure with zero margin for error. A single data discrepancy could delay closing or impact pricing. I developed strong technical skills in commercial real estate finance while learning from senior bankers how institutional CMBS markets function, from structuring mechanics to investor considerations to rating agency methodologies. This experience taught me the discipline and precision required to support billion-dollar capital markets transactions. Deal Support & Quality Control: Supported successful execution of complex SASB and conduit transactions spanning multiple states and diverse property types. Performed meticulous data validation and exception resolution that helped maintain accuracy standards and minimize post-closing adjustments. Documentation Production: Drafted credit narratives, property summaries, and sponsor profiles for offering memoranda used by institutional investors. My work contributed to comprehensive deal documentation packages presented to rating agencies and investors. Cross-Functional Collaboration: Worked closely with underwriting, legal, rating agencies, and syndicate teams to coordinate documentation workflows and resolve data exceptions. Managed multiple stakeholder requests simultaneously while maintaining quality standards under tight deadlines.