Data Science Manager
2021 - 2022Loom- Established growth analytics team supporting marketing, sales, customer success, customer support, and finance teams.
- Conducted analysis to understand and communicate the drivers of business growth.
- Built dashboards and predictive models for marketing attribution, customer LTV, user retention, revenue forecasting, and subscription churn.
Technologies: Python, Data Build Tool (dbt), SQL, Snowflake, Predictive Analytics, Machine Learning, Business Intelligence (BI), Growth Strategy, Data Science, Forecasting, Data Analytics, Tableau, Data Analysis, Data VisualizationData Analytics Manager
2020 - 2021Flexport- Managed a team of 4-7 data analysts supporting a variety of business units.
- Coached analysts on applying statistical methods, programming in SQL and Python and interacting with business stakeholders.
- Collaborated with business leaders to develop and execute analytical roadmaps.
Technologies: SQL, Looker, Data Build Tool (dbt), ETL, Data Analytics, Data Analysis, Data VisualizationData Scientist
2019 - 2020Flexport- Led data science efforts to improve shipment on-time performance by developing and deploying a machine learning model to predict shipment transit times, analyzing data, and making recommendations for operational changes.
- Worked closely with engineering, business, and supply chain operations teams to implement new features related to transit times.
- Built API integrations to ingest data from third parties for KPI tracking and predictive modeling.
Technologies: Python, SQL, Data Build Tool (dbt), ETL, Amazon SageMaker, Machine Learning, Predictive Analytics, Data Science, Forecasting, Data Analytics, Data Analysis, Data VisualizationData Scientist
2016 - 2019Reverb- Developed key company dashboards and business intelligence strategies from scratch.
- Managed a team of analysts supporting the business intelligence and analytics needs of the entire company.
- Developed and implemented an automated, algorithmic approach for managing ad campaigns on Google Shopping.
- Developed and implemented machine learning models for product classification and product recommendations.
Technologies: Python, Spark, Predictive Analytics, Product Analytics, Business Intelligence (BI), SQL, ETL, Machine Learning, Data Science, Forecasting, Data Analytics, Data Analysis, Data VisualizationData Scientist
2015 - 2015Hopper- Conducted product-oriented analysis to improve application features and explore new product ideas.
- Produced original research content, including an aggregate forecast of flight prices.
- Analyzed trillions of flight prices to understand and communicate trends in consumer travel behavior.
Technologies: Python, Apache Spark, Apache Hive, Predictive Analytics, Data Science, Forecasting, Data Analytics, Data Analysis, Data VisualizationSenior Research Assistant
2013 - 2015Federal Reserve System- Assisted staff economists with preparing the board's macroeconomic forecast and commentary.
- Maintained and enhanced the board's production forecasting models.
- Assisted staff economists with academic research projects.
Technologies: SAS, STATA, Statistics, Time Series Analysis, Macroeconomics, Forecasting, Data Analytics, Data Analysis, Data Visualization