C

creator-tools

Perspective Engine is a modular, human-in-the-loop AI system that transforms trending topics and local signals into original, niche-aligned content perspectives. Instead of generating repetitive or saturated content, it analyzes information across multiple sources, detects overused narratives, and reframes ideas into unique angles tailored to each creator’s audience, location, and industry. https://roxanneardary.com/perspective-engine/

Full-stack creator donation platform with public pages, wallet dashboards, OBS overlays, JWT authentication, React, Go/Fiber, and MongoDB.

Growth analytics platform for Threads creators. Track engagement, discover best time to post, and optimize content strategy.