Full-booklet transcription
Reads a scanned PDF as one connected answer booklet, keeps question labels and page ranges, and flags uncertain handwriting.
What is built today
A focused UPSC Mains booklet evaluator
The beta is centred on one job: turn a handwritten paper into specific, consistent feedback you can use.
Seven-skill evaluation
Reviews knowledge, keywords, facts, structure, conclusions, presentation, and visual evidence with one repeatable rubric.
Diagram and table evidence
Looks at the drawing on the page—not just an OCR description—and carries verified crops into the report.
UPSC syllabus mapping
Maps each answer to subject, topic, and ground-truth subtopic codes so weak areas remain comparable over time.
Model and rewritten answers
Standard reports focus model answers on the weakest responses; the Topper pack expands that to every answer.
Paper-to-paper progress
Tracks scores and skill signals across completed booklets so improvement is based on evidence, not memory.
English and Hindi
Preserves Devanagari transcription and supports an explicitly selected report language.
Private student artifacts
Uploaded booklets and generated reports stay in private object storage and are accessed with short-lived signed links.
See the output before you upload.
The public sample is a generated evaluation report, not a conceptual mock-up.