A data engineering leader helped shape analytics systems at Meta and Grubhub, creating a company-wide Metrics Layer that standardized business metrics. The solution reduced redundant development by 40%, improved data trust, and set a standard for scalable data infrastructure.A data engineering expert created a company-wide Metrics Layer at Grubhub, standardizing key business metrics and improving data trust.