StreamScope
Real-time chat intelligence MVP for live streamers, built from zero in 10 days and awarded 2nd place at IE Tech Venture Bootcamp 2026.
Turned a messy creator-workflow problem into a focused MVP under a compressed deadline.
StreamScope is a real-time chat intelligence MVP for live streamers, built from a blank slate in 10 days and awarded 2nd place at IE Tech Venture Bootcamp 2026. The product direction was simple: help creators understand and manage fast-moving communities while the stream is happening.
The project is strongest as a startup execution signal. It combines problem validation, product scoping, technical architecture, and full-stack MVP delivery under a compressed deadline. The case study now includes the product logo, an analytics dashboard view, and the IE Tech Venture Bootcamp award photo so reviewers can see both the shipped interface and the venture validation context.
Tech Stack
Key Features
- Real-time chat intelligence concept for live streamers
- MVP shipped in 10 days under startup-style constraints
- Community signal detection for fast-moving chat environments
- Product scoped around creator workflow, not just raw analytics
- Dashboard view showing engagement, opportunity, uncertainty, reliability, latency, and tag-mix metrics
- 2nd place at IE Tech Venture Bootcamp 2026
- Public-safe summary of a private/collaborative repository
Technical Highlights
- Real-time data flow and dashboard thinking
- Product architecture under time pressure
- Rapid prioritization from idea to demo
- Full-stack execution across product and technical delivery
- Pitch-ready framing for judges and stakeholders
Architecture
Signal Pipeline
- Ingest live chat activity
- Surface useful trends and moments
- Translate noisy message streams into creator-facing decisions
Startup Build Loop
- Validate problem and audience
- Choose the smallest credible MVP
- Build, demo, and pitch under a 10-day deadline
Challenges & Solutions
Keeping scope narrow enough to ship in 10 days
Turning noisy chat into useful creator signals
Balancing technical ambition with demo reliability
Communicating the product as a business, not only a dashboard
Gallery
