mail@lukedav.is | lukedav.is | github.com/lukerobert | (303) 478 2957 | Cambridge, MA

🏢 Experience 🏢

edX

Sr. Data Scientist | February 2019 - Present | Cambridge, MA

• Led audits of web log event and sales data, using DBT to implement transformations and schemas. Used custom user pathing analytics to guide company-wide strategy on A/B testing metrics and prioritization.
• Created internal data strategy, tooling (R and Python packages), best practices, documentation, skills matrix, and hiring process.
• Worked with senior leadership to build and present organization’s revenue forecasts, informing overall planning and board communications.

Publicis Spine

Sr. Data Scientist | February 2018 - January 2019 | Boston, MA

• Created the Publicis Analytics Environment, the data science platform for hundreds of data scientists across the 60,000 employee Publicis Groupe.
• Led international trainings on the environment and developed documentation.

Digitas

Sr. Data Scientist | January 2016 - January 2018 | Boston, MA

• Created a ticket price optimization tool for School of Rock using a customized ensemble model to predict sales and profit. Presented directly to top-level executives.
• Winner of Rookie of the Year award across 200-person analytics department.

ACLU of Massachusetts (pro-bono)

• Co-led data analysis in CPCS v. Attorney General, helping secure dismissals of thousands of convictions arising from tainted evidence.

🏫 Education 🏫

Carnegie Mellon University

BS in Psychology | September 2009 - May 2013 | Pittsburgh, PA

• Coursework in machine learning, data visualization, and experimental design

✨ Skills ✨