• Improved data discrepancies using natural language processing and k-means clustering techniques
• Deployed and maintained all the People Team’s pipelines in Azure Data Factory 
• Designed dimensional model tables in SQL Server from scratch to support rapid analytics and ML modeling
• Produced People insights and inferences on topics such as productivity, teammate experience, and talent acquisition tailored for company leaders in Power BI

• Deployed revenue-related ML forecasts (cash flow, customer pipeline health, ARR) in Databricks achieving a mean absolute percent error of less than 2% on 6-month revenue
• Predicted customer churn of our highest revenue SaaS product with XGBoost, achieving a ROC AUC over .8 
• Designed Tableau tools to visualize and monitor ML model results, facilitating data-driven decision-making for finance, sales, and product teams

• Led a team of 3 BI Analysts, delivering data products for sales, finance, marketing, people, and product teams 
• Built dashboards in Tableau and Looker with key performance indicators
• Defined company-wide SaaS metrics (e.g., TAM, churn, renewals, cash flow) with sales and finance leaders during the company’s high-growth stage 
• Collaborated with engineers on the Redshift data warehouse dimensional model and documentation

• Analyzed parcel assessment files using SQL, Tableau, and Python 
• Mapped and automated critical fields to Zillow’s MS SQL Server schema 
• Identified inefficiencies and improved processes for ensuring Zillow’s proprietary parcel data were accurate
• Built Tableau dashboards using internal systems and Trello to manage and monitor team progress and projects
• Managed a team of 6 responsible for preparing data for analysis

• Designed and delivered data skills curriculum for non-technical staff
• Developed interactive Tableau dashboards on student, employee, and operational data 
• Created ETL pipelines using Python and bash 
• Developed regression and classification models on student achievement 
• Maintained 100% satisfaction rate in Helpdesk support for over 800 teachers and staff 
• Managed a high-performing analytics team and developed a multi-year growth plan 
• Managed PostgreSQL data warehouse development and maintenance 
• Presented findings and professional development for teachers and staff 

Data Consultant/ Independent Contractor

• Education Exponents (2022-Current)
• KIPP SoCal Public Schools (2019-Current)
• KIPP Foundation (2018-19)