About
Why MockAI exists
MockAI is a solo-built experiment in multimodal ingestion, retrieval-augmented generation, and delightful UX. It lets students transform messy lecture assets into organized practice exams with actionable feedback.
Multimodal ingestion
PDFs, slide decks, audio, and video transcripts are normalized into a single semantic graph.
Exam intelligence
Topics are clustered, weighted, and turned into MCQ or short-answer sets within minutes.
Feedback loop
Exam attempts are graded with structured rubrics so learners know exactly what to revisit.
Built by Murad Ism
MockAI is part of a portfolio focused on applied AI/ML, system design, and product polish. Each release blends backend rigor (FastAPI, PostgreSQL, Chroma) with modern web design so the experience feels premium even in prototype form.