Kirk Brunson Email & Phone Number

Los Angeles, California, Us

- Built and maintained 30+ ETL & ELT data pipelines enabling finance, risk & marketing business units: python, airflow, snowflake, fivetran, GCP, GCS, S3- Optimized enterprise scale DBT projects reducing runtime by 94% and compute spend by 67%: dbt, sql, snowflake, analytics engineering. Stakeholders are ~50 person Data Org and all company wide reporting & business intelligence dashboards. Simultaneously increased contribution activity ~250%- Created & lead initiatives to govern, document, and monitor all data assets & reports: dbt, MonteCarlo, Mode Analytics, data governance- Implemented fraud network detection database and pipeline: Neo4J graph database, snowflake, python- Designed & implemented Marketing, Ad Analytics, & Conversion API (CAPI) data sources and integrations: Facebook CAPI, Braze, Amplitude, MMP, Appsflyer

Mclean, Va, Us

Designed and developed a novel approach to OLAP to power real time business intelligence insights. Highlights:- Reduced data ingestion time from 12+ hours to <10min- Eliminated system downtime by maintaining query functionality during data ingestion- 300x increase in query performance- Implemented engine and APIs for database system: python, pandas, numpy, AWS, Flask- Used within Capital One FP&A to calculate key financial metrics such as efficiency ratio and EPS

Mclean, Va, Us

- Prototyped an OLAP database engine to power real time BI applications: python, pandas, numpy, pydata sparse- Patent pending for IP related to this database engine

Boston, Massachusetts, Us

- Prototyped an AutoML service including models, containerization, and backend server: python, docker, flask, sklearn, XGBoost- Trained a deep learning model on HIRD data to predict patient rehospitalization: pytorch

- Performed throughout the US, Canada, and UK. (~200-300 events/ performances per year)- Actively taught workshops and individual students

Mountain View, California, Us

- Provided actionable feedback to students to help them iterate- Trained other code reviewers- Contributed to technical documentation for courses

Mountain View, California, Us

Reviewed student projects, provided actionable feedback, and helped them iterate on their work.

Master Of Science (M.S.), Computer Science

Bachelor'S Degree, Computer Science