Tony’s Judging Notes from BEFORE the Pitch
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ℹ️
I spoke my thoughts out loud as I reviewed each submission and this is a summary of that transcript.
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OptiMeal by Team LocalHoster
- Addresses food waste in NGO sector with working prototype
- Custom Python server + MCP integration connecting to Notion
- Impressive video production quality with automatic zoom features and overlays
- Live command center at https://localhost showing:
- Dynamic dashboards and statistics
- Kanban boards for donations and logistics tracking
- Fleet mapping with real-time transit updates
- Strong technical execution:
- All systems appear fully functional, not vaporware
- GitHub repository with complete Python scripts
- Reduces response times from 4-6 hours to 5 minutes
- Uses Jane Fairness Index for matching algorithm
- Missing installation documentation in GitHub repo
Student Founder OS by Team Jamuludin
- AI-powered task manager preventing student overcommitment
- Uses Claude reasoning to enforce capacity limits and time estimation
- Live dashboard features:
- Weekly planning with capacity utilization tracking (81% current usage)
- 4-week completion rate analysis (68% with 40% time underestimation)
- Energy levels and reflection components
- Claude Skills integration with custom MCP server:
- Blocks task additions when over capacity
- Provides historical failure analysis
- Enforces hard constraints vs. suggestions only
- Excellent GitHub documentation with clear installation instructions
- 7.5-minute demo video walking through full functionality
Date our Dates by Team Dates that stick
- Fragmented digital landscape for activity discovery and tracking
- AI processes unstructured notes into structured Notion databases
- Two-part system:
- Date activities tracking
- Food experiences with ratings analysis