Key Achievements- Led the development of a centralized internal cloud spend data platform from inception, analyzing $1B+ annualized spend and identifying optimization opportunities- Transformed the data strategy by implementing a cutting-edge Data Lakehouse architecture, facilitating rapid access to hundreds of data sources across the organization- Developed and launched an internal data product that detects anomalies in data feeds, quarantining questionable data to ensure customers have access to clean, accurate, and timely information- Managed product roadmaps and UI/UX design for internal products catering to diverse user personasManagement- Built out the cloud data team, hiring internally and externally, leading software engineers, data scientists, program managers, and architects- Led stakeholder management efforts, aligning cross-functional departments to collaboratively drive towards company goals and ensure cohesive strategy execution----Member of the Cloud leadership team, reporting up through the ATS org

Key Achievements- Pioneered real-time underwriting systems to assess fraud and financial risk of 3+ million users, leveraging soft credit, banking, and data enrichment from fraud cloud vendors- Produced real-time analytics and reporting to internal stakeholders and teams, resulting in the capitalization of revenue opportunitiesData & Engineering- Created and orchestrated the implementation of a centralized data architecture, resulting in a culture of self-service analytics by consolidating 100+ data sources and creating golden copy datasets- Directed the experimental strategy of customer lifecycle marketing campaigns improving positive engagement rates by 360%Management- Responsible for 15+ vendor contracts, legal reviews, and departmental budgeting- Lead 3 teams comprising of 20 employees responsible for data platform, machine learning platform, risk & fraud prevention programs, and data governance- Established the Data Department from scratch by hiring and onboarding high impact senior individual contributors as well as team managers----Member of the Executive Team, led Data Engineering & Data Science, and Operations teams, reported to the CTO

(Acquired for $1.1 billion via a private transaction)Key Achievements- Developed data platforms and operational processes for loan program that yielded over $2 billion in revenue- Designed and launched Small Business Benchmark data product leveraged to inform policy during the Covid-19 pandemic by the Federal Reserve, US Treasury, Ivy League institution economists, and cited in over 400 publicationsData & Engineering- Built scalable and efficient ETL pipelines that allowed the shipment of 700+ billion rows of data between core micro-services and third-party services into a centralized data warehouse- Accomplished data migration of executive reporting from Tableau to Domo, resulting in certified single sources of truth and reduction of 100+ reports- Established real-time marketing analytics to optimize $1 million daily ad-spend across multiple channelsML Algorithms & Statistical Modeling- Deployed Random Forest and Logistic Regression for churn forecasting to improve ARR retention by 32%- Formulated a lead rank scoring system using ML to increase sales conversions by 18%Management- Transformed the Data Science and Analytics teams by hiring and onboarding 8 high-impact senior individual contributors as well as 3 team managers- Sourced and negotiated 10+ vendor contracts in partnership with legal and executive stakeholders

(Acquired via a private transaction)ML Algorithms & Statistical Analysis- Supervised $125 million underwriting portfolio developing and deploying machine learning models yielding a reduction in default rates by 2X- Achieved 23% increase in repeat customers by implementing clustering algorithms to identify customer segmentsData Analytics- Applied hub-and-spoke model for analytics across the company, and met project deadlines 65% faster- Executed and coordinated the implementation of Domo self-service reportingManagement- Led a team of data scientists, data engineers, and software developers----Member of the underwriting committee reporting directly to the CTO