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AI / MACHINE LEARNING ENGINEER

Auto Grading API

An automated student assignment grading system powered by Retrieval-Augmented Generation and Large Language Models.

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01

My Contribution

  • Developed the RAG pipeline for processing student assignments.
  • Implemented semantic search using SentenceTransformer and FAISS.
  • Developed an LLM-based grading pipeline.
  • Configured chunk size, chunk overlap, and top-k retrieval.
  • Structured grading results using JSON rubrics.
  • Integrated the AI pipeline with FastAPI.