Edtech · UPSC Workspace · AI Assisted Practice
UPSC Answer Writing App
A unified workspace where aspirants practice GS answers, essays, MCQs, and revision material with AI guidance, analytics, credit tracking, and tightly integrated revision aids.
Built for a Civil Services prep brand, the product moves learners from prompt to practice to analytics inside one dashboard—no context switching, no spreadsheets, just structured study loops with instant AI guidance.
Why it exists
Aspirants juggle multiple prep workflows across scattered tools. This app unifies practice, analytics, and revision assets into one Supabase-powered dashboard with AI copilots stitched through every step.
Unified Practice
Answers, essays, MCQs, mindmaps, flashcards
Secure Storage
Auth-backed access with encrypted storage
AI Guidance
Structured feedback, credits, analytics
Our role & outcomes
We designed and shipped an end-to-end practice workspace that combines human study habits with AI copilots so aspirants can practice, reflect, and improve without juggling tools.
• Guided answer-writing loops with uploads, OCR, credit gating, and structured rubrics.
• Essay lab that ideates topics, supports bilingual drafting, and stores AI critiques over time.
• MCQ generator plus mindmaps, flashcards, and dashboards for longitudinal progress tracking.
Supabase Auth
Role-based gating for every practice surface and synced subject preferences.
AI Pipelines
Custom generation endpoints orchestrate LLM + OCR and return structured payloads.
Observability
Credits, submissions, and AI responses logged for analytics and support.