System Architecture
Designed a modular architecture around the most important product workflows.
Built REST APIs, CRON jobs, keyword crawling, and automated trend collection from Twitter, Google, YouTube, and Reddit.

Built REST APIs, CRON jobs, keyword crawling, and automated trend collection from Twitter, Google, YouTube, and Reddit.
The challenge was to create a dependable system that stayed understandable for users while handling complex backend workflows, integrations, and delivery constraints.
I broke the system into focused product and engineering layers, then shaped the user experience around clear workflows, resilient infrastructure, and maintainable implementation patterns.
Designed a modular architecture around the most important product workflows.
Implemented responsive interfaces and API-driven flows to improve operational clarity.
The implementation delivered measurable gains across performance, maintainability, and product clarity.