AI Evaluation for IELTS Writing website
Budget: £10 – £15 GBP
Build a Basic MVP (Minimum Viable Product) for your IELTS Writing AI Evaluation platform.
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## Project Brief: Basic MVP — IELTS Writing AI Evaluation Platform
**Project Objective:**
Develop a web-based platform where IELTS students can register, pay per upload, submit an IELTS Writing Task (Task 1 or 2 essay), and receive automated AI-generated scoring and feedback based on official IELTS Band Descriptors. The platform should deliver feedback and sample high-scoring essays to the user, with all core processes fully automated.
***
### Core Features (MVP Scope)
- User registration and secure login
- File upload system (accept text, docx, pdf)
- Stripe payment integration (pay before upload/feedback)
- AI essay evaluation pipeline:
- Use OpenAI GPT-4 (or similar) via API for scoring and feedback
- Scoring aligned to IELTS writing band descriptors
- Actionable feedback with clear strengths, mistakes, and improvements
- Presentation/delivery of feedback and sample essays
- User dashboard:
- View submission history, access feedback files
- Basic admin functionality to view all submissions
- Email notifications for feedback delivery
- Security: HTTPS, data encryption, basic data privacy handling
***
### Technical Requirements
- Frontend: React, Vue.js, or similar (web only, no mobile app)
- Backend: Python (FastAPI) or Node.js (Express)
- Database: PostgreSQL or MySQL (store user, submissions, basic logs)
- File/feedback storage: AWS S3 or similar
- AI: Connect to GPT-4/4o or similar for scoring and feedback (prompt templates provided)
- Payments: Stripe integration (pay-per-upload)
- Deployment: Cloud-based (AWS, GCP, or similar), Dockerized preferred
***
### Deliverables
- Fully functioning MVP deployed to cloud (test instance and production)
- Source code with basic documentation
- Admin instructions
- Sample IELTS essays for exemplar feedback (provided by client/you)
- Configuration files and setup guide
***
### Timeline & Budget
- Estimated timeline: 4–6 weeks for MVP delivery after kickoff
***
### Notes
- AI prompts aligned with IELTS descriptors will be provided.
- Project extensions and advanced features (like advanced analytics, GDPR compliance, or custom AI) can be scoped as follow-ups.
- Freelancer must provide regular progress updates and staging access for testing.
***
## Project Brief: Basic MVP — IELTS Writing AI Evaluation Platform
**Project Objective:**
Develop a web-based platform where IELTS students can register, pay per upload, submit an IELTS Writing Task (Task 1 or 2 essay), and receive automated AI-generated scoring and feedback based on official IELTS Band Descriptors. The platform should deliver feedback and sample high-scoring essays to the user, with all core processes fully automated.
***
### Core Features (MVP Scope)
- User registration and secure login
- File upload system (accept text, docx, pdf)
- Stripe payment integration (pay before upload/feedback)
- AI essay evaluation pipeline:
- Use OpenAI GPT-4 (or similar) via API for scoring and feedback
- Scoring aligned to IELTS writing band descriptors
- Actionable feedback with clear strengths, mistakes, and improvements
- Presentation/delivery of feedback and sample essays
- User dashboard:
- View submission history, access feedback files
- Basic admin functionality to view all submissions
- Email notifications for feedback delivery
- Security: HTTPS, data encryption, basic data privacy handling
***
### Technical Requirements
- Frontend: React, Vue.js, or similar (web only, no mobile app)
- Backend: Python (FastAPI) or Node.js (Express)
- Database: PostgreSQL or MySQL (store user, submissions, basic logs)
- File/feedback storage: AWS S3 or similar
- AI: Connect to GPT-4/4o or similar for scoring and feedback (prompt templates provided)
- Payments: Stripe integration (pay-per-upload)
- Deployment: Cloud-based (AWS, GCP, or similar), Dockerized preferred
***
### Deliverables
- Fully functioning MVP deployed to cloud (test instance and production)
- Source code with basic documentation
- Admin instructions
- Sample IELTS essays for exemplar feedback (provided by client/you)
- Configuration files and setup guide
***
### Timeline & Budget
- Estimated timeline: 4–6 weeks for MVP delivery after kickoff
***
### Notes
- AI prompts aligned with IELTS descriptors will be provided.
- Project extensions and advanced features (like advanced analytics, GDPR compliance, or custom AI) can be scoped as follow-ups.
- Freelancer must provide regular progress updates and staging access for testing.