Slide Analyzer Project

An open source AI-based slide validator designed for conference organizers. It validates submitted slides in three steps: first by checking the format (PDF, Google Slides, Keynote, Figma, Canva, or URL), then running deterministic checks (deck size, slide count, fonts, media presence), and finally executing AI-powered probabilistic assessments (e.g., verifying a title slide, checking for appropriate content layout). The project features a responsive user interface that provides real-time feedback with loading indicators for each test, and an admin panel for configuring accepted file types and validation criteria. Once all tests pass, valid decks are integrated into a master deck.

Features

Multi-format slide validation (PDF, Google Slides, Keynote, Figma, Canva, URL)
Deterministic technical checks for deck specifications
AI-powered content assessment
Real-time feedback with progress indicators
Admin configuration panel
Master deck integration

Technical Stack

Python
FastAPI
Uvicorn
Next.js
React
Tailwind CSS
TypeScript

Lessons Learned

Clean separation between backend and frontend enhances maintainability. Modern tech stack and custom deployment configurations (Replit, repomix) streamline development and deployment. UI components like slide previews and progress bars provide a user-friendly experience.