Execution Plan
Milestones
Status
Project in Early Development Stage
- Idea Stage: Mid February - Mid March
- Development: Mid March - June
- Alpha Release: June - July
- Release: July
Checkpoints
Research & Planning (March)
- Market research and competitor analysis
- Define user requirements and features
- Select technology stack and frameworks
- Create initial project architecture
Data Infrastructure (March-April)
- Database & Backend Setup
- Authentication system implementation
- API endpoints definition
- Data models and relationships
ML Model Development (April-May)
- Graph To Text extraction capability
- Raw Dataset Collection (IELTS essays)
- Dataset Validation & Filtering
- Training Dataset Preparation
- Develop prompt templates for assessment
- Model Training - Phase 1 (basic assessment)
- Model Validation & Testing
- Supervised Fine-tuning Until Accuracy > 80%
- Model Evaluation with Real-world Examples
Backend Development (May)
- Deploy Grading Model to production environment
- Backend CRUD Functions implementation
- Backend Query Balancer for load distribution
- Backend Queuing system for assessment requests
- API security implementation
- Rate limiting and usage tracking
- Error handling and logging system
Frontend Development (May-June)
- User interface design and prototyping
- UI components development
- Essay submission workflow
- User dashboard implementation
- Feedback display interface
- Progress tracking visualization
- Responsive design implementation
Testing & Optimization (June)
- Unit and integration testing
- Performance optimization
- Load testing
- Security testing
- User acceptance testing
- Bug fixes and improvements
Deployment & Launch (July)
- Alpha release to limited users
- Gather user feedback
- Implement critical improvements
- Documentation finalization
- Marketing materials preparation
- Full public release
- Post-launch monitoring and support
Post-Launch (August onwards)
- User behavior analysis
- Feature enhancements based on feedback
- Model improvement and retraining
- Content expansion
- Partnership development