CatInCloud Labs

Enterprise Stock Market ELT

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. The cloud-native architecture supports both stocks and options data and employs dbt's incremental loading strategy for efficient, maintainable transformations.

Architecture Philosophy

We believe modern data systems should be secure, observable, and simple enough to maintain without layers of unnecessary complexity.

Every component, from networking and IAM to ELT orchestration, is designed with clarity, scalability, and least-privilege principles in mind.