Delivered insights for our App Store, Apple Music, and Video businesses. Helped build out and scale the business intelligence team within the Data Science organization.Technologies: SQL, Tableau, Python, Teradata, PySpark, Git, Airflow

Responsible for the team delivery and performance of 8 consultants brought in to augment analytics support for the rapidly growing internet services segment. Focused on the Apple Music product as an analyst.

Named in the top 5% of consultants within Accenture’s Data Visualization practice. I delivered analytics projects spanning multiple clients and industries. Exited after accepting client offer to join full-time.Select projects:Apple Inc. - Apple Music Data Analyst and Team Lead of 8 consultants. • Partnered with several business functions such as product, marketing, and engineering to define requirements and provide insights to address both ad-hoc and ongoing reporting needs. • Mined high-volume customer data sets from Teradata and HDFS. Developed Python scripts to automate data pipelines to support reporting data models.• Developed Tableau dashboards to evaluate initiatives such as channel performance, feature engagement, and A/B tests.Technologies: SQL, Tableau, Python, Teradata, Spark, HiveState of Washington - Seattle Police DepartmentImplemented the department’s first analytics capabilities, unifying data across key business applications. Involved throughout all stages of delivery from source system profiling to report development. • Identified data quality issues in upstream systems, raised potential project risks, and established data governance processes.• Worked closely with client stakeholders and ETL developers to ensure dimensional data model was designed to enable key metrics and dimensions for analysis. • Developed SQL reporting views, data sources, and dashboards for self-service analysis in Tableau. Technologies: SQL, Tableau, MSSQL, Oracle DBOther Projects• State of California - LA County: BI Developer implementing a data warehouse and reporting solution for the second largest city in the country.• Leading Toy Manufacturer: Data analyst identifying issues with product data quality and producing a product development scorecard for executives.• Leading Automotive Manufacturer: Led requirements gathering workshops with stakeholders across the client's three major business units to scope a future state business application.

Interned as a Business Analyst Trainee with the Production Application Systems working on two IT projects with the objectives of digitizing and automating manual processes in the Motion Pictures group.C2 MobileModeled a prototype for a mobile application that allowed executives a dashboard view of key milestones and actions for projects under their purview. Automated the executive approval process for green-lighting scripts into movie projects using the business process management tool Integrify.DealpointCreated a high fidelity prototype in iRise Studio for an application that manages talent deals from inception to legally binding contracts. Collaborated with stakeholders in weekly meetings to extract functional and design requirements.

Interned as part of the data warehouse team to provide the client BI capabilities using the Oracle Business Intelligence platform. Developed analyses that reported on internal team performance and implemented a platform upgrade from 10g to 11g.

Assisted prospective graduate engineering students through the application process. Worked with a wonderful and supportive team during my academic studies.