Project Documentation
The Indie Cini
Explore The Indie Cini through a concise technical overview, a visual tour of its system architecture, or the full case study of the product and engineering.

Technical Summary
README
A concise overview of the product, its key features, technical architecture, implementation stack, and production deployment.
Explore the README

Visual Overview
System Architecture
A diagram-led view of the AWS production platform and scheduled data pipeline, followed by the decisions and technologies that shape them.
Explore the architecture

Full Project Story
Case Study
The complete product and engineering narrative, from the moviegoing problem and interface goals through scraping, observability, data modeling, usage analytics, and AWS deployment.
Read the case study