Head Of Data And Machine Learning Platforms - Credit Team
CurrentI manage the risk decisioning team, including the following areas:-- software engineering • long-running processes to enrich data and make a decision. • Java/Python stack, with 100% uptime, using temporal.io tech-- data engineering • Pushed/Pulled data sources, in multiple formats (CSV, JSON, DBs, XML, etc) • S3 buckets to store all raw data • Prefect dataflow automation and orchestration tool for ETL pipelines • DBT to model… Show more I manage the risk decisioning team, including the following areas:-- software engineering • long-running processes to enrich data and make a decision. • Java/Python stack, with 100% uptime, using temporal.io tech-- data engineering • Pushed/Pulled data sources, in multiple formats (CSV, JSON, DBs, XML, etc) • S3 buckets to store all raw data • Prefect dataflow automation and orchestration tool for ETL pipelines • DBT to model data for business and ML purposes • Superset open-source tool as the BI dashboard-- data science • Underwriting and antifraud machine learning models • Proxy and Real Data approach • Logistic regressions and Neural Networks • Synthetic Data to enhance samples Show less