💡 Inspiration
- To create a platform to simplify managing academic resources and save time in studying
💻 What it does
- Past Pilot is an Ed-tech platform for managing academic resources like past papers.
- Allows users to upload, download, and delete academic resources.
- Uses private key-based storage for user security and sharing purposes.
- Integrates NLP to help users find relevant information from their resources
🔨 How we built it
- We built Past Pilot using Flask, a Python web framework.
- Integrated machine learning and the sentence-transformers NLP model
🌊 User Flow Chart
📊 Challenges we ran into
- Optimizing the NLP algorithm to provide fast and accurate search results.
- Designing a user-friendly interface that balances simplicity and functionality.
🏆Accomplishments we're proud of
- Developed a sophisticated NLP algorithm that can handle large amounts of data efficiently.
- Efficiently parsed large amount of data from PDFs by splitting it into chunks.
🚀 What's next for Past Pilot
- Link the system with third-party resource providers.
- Integrate more advanced machine learning models.
- Further improve the user experience.
