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CompletedApplied AI
Candidate Profile Transformer
PythonLangChainDocument ProcessingExplainable AI
Intelligent document analysis system for extracting structured information and generating explainable candidate profiles using language models.
Research Motivation
Automating the extraction of semantic meaning from unstructured resumes to assist human recruiters without removing them from the decision loop.
Methodology & Architecture
Utilized LangChain and custom prompt engineering to enforce structured JSON output from raw text, combined with an explainability layer that cites original resume lines.