At Databricks, I operationalized a bottoms-up yield model covering ~$4B in annual revenue across multi-cloud platforms. I also developed a back-testing framework that surfaced logic gaps in a new revenue model and established a repeatable monthly validation process.
Earlier at Databricks, I designed a standardized breakage model for Azure, GCP, and AWS to support revenue recognition under ASC 606. At TechStyle Fashion Group, I modeled the business impact of ASC 606 changes for customer loyalty programs, and at BDO USA, LLP, I worked on assurance engagements and SOX 404 compliance.

