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$
USD
I will build ai grading and feedback for essays, exams and handwritten answers
Umar Inayat
About this gig
I build AI marking for schools, tutoring centres and ed-tech platforms: essays, short answers, maths working and handwritten answer sheets, graded against your rubric or marking scheme.
What it can do:
- Read handwritten or typed answers (OCR), including photos of answer sheets
- Grade each question against your marking scheme and explain every mark
- Give feedback in English and Chinese
- Return scores or annotated PDFs that teachers review before release
- Flag uncertain grades for a human instead of guessing
- Turn scanned exam papers into structured, reusable questions
I built this kind of system for a production education platform: exam digitization, handwritten answer grading and essay marking with bilingual feedback. Gallery images are illustrations with sample data; client work stays confidential.
How I work: we start with 10-20 answers your teachers have already marked. I compare the AI's marks with theirs and report how often they agree, so you see how close it is before rolling it out.
Message me with a sample question, its marking scheme and a few student answers.
Get to know Umar Inayat
Umar Inayat
Full Stack AI Engineer, PDF and OCR Data Extraction, RAG and LLM Apps
- FromPakistan
- Member sinceOct 2018
- Last delivery4 years
Languages
Urdu, English, Hindi
I build AI systems that read messy documents: scanned PDFs, phone photos, tables, handwriting and mixed English/Chinese text. They turn them into clean data (Excel, JSON, database) or into chatbots that cite the exact page each answer came from. Recent work: exam digitization and AI grading for an education platform, AI essay marking, and a healthcare HL7 integration. I test every build on your real files and report the accuracy, so you know what you get. Python, React, Node.js, OpenAI, Gemini, LangChain.
My Portfolio
Other AI Development Services I Offer
FAQ
How close are the AI's marks to a teacher's?
That is exactly what the pilot measures. I compare the AI with your teachers' marks on your own answers and report the agreement per question type.
Can it read handwriting?
Yes, including photos of answer sheets. Unclear handwriting is flagged for a teacher instead of guessed.
Does it replace teachers?
No. It does the first pass and explains each mark; teachers review and approve before students see results.
Which subjects work best?
Essays, short answers and structured questions with a clear marking scheme. Maths working works too; diagrams need more testing.
