First Place | High School Headaches | NC State University's PackHacks 2021
Built for high-schoolers, by high-schoolers. We know exactly how stressful being in high-school is, so we built ManuScripted. This web app helps you keep track of all the stages of writing an essay, from the rough draft to the final paper. Write your essays with confidence with visualizations and insights into your writing in an instant, and a little help from AI to help you reach that next level.
ManuScripted is solely based on giving you useful insights and conclusions into your writing, with multiple advanced metrics such as a Readability Index score. Graphs and charts to help map your growth as a writer keep you motivated and on-track, ready to knock out that next major assignment. Knowledge is power, and through ManuScript, we hope to empower every high-schooler and student in their writing.
We know that lingustics AI has become very advanced over the last few years, but we think that we've taken essay NLP to the next level. Among the multiple machine learning algorithms in ManuScripted are:
- A custom-trained automated essay scoring neural-network
- An implementation of OpenAI's state-of-the-art GPT model to generate inspirations and ideas for writer's block
- Still testing An easy-to-use interface for intelligent text-to-speech through Google AI, making sure you never miss those small mistakes
The prototype for ManuScripted is publicly available at https://manuscripted.webflow.io - give it a test!
Our DevPost project is available at https://devpost.com/software/manuscripted
This GitHub repository is a mix of the Webflow custom components in ./frontend/ and exported Colab Python Notebooks in ./backend/
- Fleshed out data visualizations
- Timeline with scheduling for checkpoints
- Sentence structure and word count graphs
- Peer connections
- See other’s essays and edit them
- Continue to perfect our AI scoring model
- Match with rubric to ensure high grades
- Fine-tuning inspirations
- Sentence structure analysis