Overview

AI-powered examination evaluation platform designed to automate the scoring and feedback lifecycle for writing and speaking submissions.

Key Deliverables

• Asynchronous AI Processing: Designed resilient FastAPI endpoints consuming LLM feedback streams asynchronously.
• Submission Orchestration: Managed complex JSON payload validation and scoring rubric aggregation.
• Scalable Architecture: Structured database models with PostgreSQL and SQLAlchemy to securely store student histories and evaluation metrics.