James Crabtree Email & Phone Number

New York, Ny, Us

Washington, Dc, Us

Stockholm, Stockholm County, Se

Austin, Texas, Us

Worked on a small team of engineers to design, develop, and release the company’s first ever MLOps platform. This included a set of tools and services built on the back of AWS SageMaker and the Feast open-source feature store to standardize the processes for deploying, managing, and executing machine learning models in an active production environment.Developed a microservice-based application that leverages machine learning models to allow users to view in-depth insights and recommendations into their identity governance systems.Developed ETL pipelines using Airflow, Flink, and DBT to transform data from source systems into new data models in our Snowflake data warehouse

Austin, Texas, Us

Developed release-critical features in SparkPredict's ML data pipelines and REST APIs that delivered substantial improvements to the core functionality of the productServed as the technical lead on a team responsible for transitioning SparkPredict's deployment architecture to KubernetesPlayed a key role in designing and implementing SparkPredict's transition from a distributed monolithic architecture to a microservice-based architectureDeveloped and maintained a custom CI/CD build tool for building and deploying application microservices from a mono-repo

Austin, Texas, Us

Updated and maintained data pipelines, API endpoints, and database schemas to support new feature development in SparkPredict's UIDeveloped and maintained a utility for data scientists to quickly and securely retrieve ready-to-use training and test data sets from production databasesMaintained CI/CD pipelines and tooling Worked with the Professional Services team to improve tooling and organize SparkPredict's deployment process