AI/MLNLPAutomation

Resume Parser

Resume Parser automates the extraction of candidate information from resumes using Natural Language Processing. It identifies names, emails, phone numbers, education, work experience, and skills from PDF resumes using spaCy and custom NER models.

Resume Parser preview
Year2024
RoleTeam ADG — Harshit, Izhan, Kushal
StatusOpen Source
Tech Stack
PythonspaCyNLPPyPDF2Jupyter
Features

What it does

  • Automated extraction of name, email, phone, skills
  • Custom Named Entity Recognition using spaCy
  • Support for PDF resume parsing
  • CSV export of extracted data
  • Skill pattern matching via JSONL configuration