All projects

Project

ViralScope

A viral Reels discovery service: collects Instagram videos by niche, scores their virality and uses Claude to explain why a video went viral and how to shoot your own

  • Python
  • FastAPI
  • Anthropic API
  • Pydantic
  • structlog
  • PostgreSQL
  • Redis
  • Docker
  • Grafana
  • Loki
  • Alloy
  • pytest
  • ruff
Source code
Landing page with cohort sign-up
Landing page with cohort sign-up
Dashboard: viral video feed with a «why it went viral» breakdown
Dashboard: viral video feed with a «why it went viral» breakdown

Problem

Businesses, bloggers and regular users need to know which Reels go viral in their niche and why. Finding such videos by hand and figuring out how to shoot a similar one takes a very long time.