Experience

Cybersyn

• United States
• Data Infrastructure and Analytics
• 1 - 100 Employee

• Senior Data Scientist

  • Mar 2023 - Present



Brex

• United States
• Financial Services
• 700 & Above Employee

• Senior Data Scientist

  • Mar 2022 - Oct 2022

  Led multiple teams (Mobile, API platform, Paid Features) to alignment on north-star metrics and team KRs. Built said metrics in Airflow and Looker and reported results to leadership on a monthly basis. Led product analytics for 0 > 1 features and championed the use of experimentation for new product development. Led data-foundation efforts to enable data analytics at Brex. This includes building the first “core data” (source-of-truth) table for credit card transactions as well as planning and overseeing data pipeline migration to this new table. Show less



Airbnb

• United States
• Software Development
• 700 & Above Employee

• Data Scientist - Pricing

  • Oct 2018 - Mar 2022

  Built Airbnb’s centralized dashboard for pricing metrics using Airflow and Superset. Operationalized new price-competitiveness metrics and price-movement decomposition metrics that were reported to leadership in monthly business reviews. Led analytics for Airbnb’s Host Guidance and Price Competitiveness product tracks (experimentation and analysis for in-product recommendation tools, causal-inference analyses, logging and metrics to quantify product success, etc.). These resulted in products that have been rolled out to millions of Airbnb hosts worldwide (~2MM users) and used by global ops teams in outreach campaigns. Led semi-annual planning and prioritization work to inform the Pricing team’s roadmap. Show less

• Urban Data Researcher - Special Projects R&D

  • Jun 2018 - Oct 2018

  Lead analytics for Airbnb’s R&D division, owning product market sizing, revenue forecasting, and quantitative research. Used Airbnb data and external geospatial data to build spatial ML models that predicted revenue and product feasibility across US geographies. Quantified the opportunity in each market and the effect of regulatory constraints on our products.Developed and presented quarterly insight reports and recommendations to top Airbnb executives and founders for multiple product initiatives (Backyard, Rural Retreats, Long-Term Stays) influencing the strategic roadmap of Samara. Show less



University of Pennsylvania

• United States
• Higher Education
• 700 & Above Employee

• Graduate Researcher

  • Jan 2018 - May 2018

  Developed an XGBoost model for the City of Louisville, KY which used the city’s entire street network to identify built-environment factors and their interactions as predictors for automobile collision frequency. Collected and wrangled structured and unstructured data, performed feature and model selection, presented findings to City with intervention recommendations, and built a front-end user interface using R-Shiny. Developed an XGBoost model for the City of Louisville, KY which used the city’s entire street network to identify built-environment factors and their interactions as predictors for automobile collision frequency. Collected and wrangled structured and unstructured data, performed feature and model selection, presented findings to City with intervention recommendations, and built a front-end user interface using R-Shiny.



AECOM

• United States
• Civil Engineering
• 700 & Above Employee

• Strategy Consultant

  • May 2015 - Aug 2017

  Managed the development of AECOM’s Strategic Asset Management (SAM) platform, which is a software product for the collection and analysis of building and infrastructure data (HVAC, Electrical, Structural) for strategic planning. Leveraged data collected by SAM to operationalize a prioritization algorithm that scored clients’ maintenance projects and enabled the County to prioritize capital expenditures. Partnered with major clients (County of LA, NASA, Chevron) to develop long-term strategic plans based on analysis of alternative scenarios and future needs forecasting. Show less



David Evans and Associates, Inc.

• United States
• Civil Engineering
• 700 & Above Employee

• Assistant Urban Planner

  • Nov 2013 - May 2015