A sample of the systems we've built and hardened — private-by-default, observable, and built to last.
A production-grade data pipeline built on AWS, MWAA, Snowflake, and dbt Cloud, designed to securely ingest, transform, and deliver market data at scale using KMS encryption and enterprise best practices. Fully cloud operational.
A hardened Airflow deployment using AWS MWAA within a fully private VPC. It connects to ECR, CloudWatch, KMS, and Secrets Manager through VPC endpoints to eliminate public traffic while maintaining observability and control.
A browser-based analytics dashboard built with Plotly Dash on top of Snowflake marts, providing interactive insights into market and options data.