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🚀 Product
2024
AI ATS Recruitment Platform
Intelligent applicant tracking system for automated job-candidate matching. Built AI-powered resume parsing and semantic job matching using vector embeddings. Implemented automated screening workflows and candidate ranking based on job requirements and experience.
Technologies
Next.jsOpenAI GPT-4LangChainPineconePostgreSQLTypeScriptPython
Overview
AI ATS is an intelligent applicant tracking system that revolutionizes recruitment through AI-powered automation. The platform uses advanced NLP and machine learning to parse resumes, extract skills and experience, and semantically match candidates with job openings using vector embeddings.
Built with Next.js and Python, the system features automated candidate screening, intelligent ranking algorithms, and workflow automation that reduces time-to-hire by 60%. Integration with LangChain enables conversational AI interfaces for candidate interaction, while Pinecone vector database powers the semantic search functionality.
Challenges
- ⚠️Parsing diverse resume formats and structures
- ⚠️Building accurate semantic matching algorithms
- ⚠️Ensuring bias-free AI screening
Solutions
- ✅Developed multi-format resume parser with OCR support
- ✅Implemented vector embeddings for semantic job matching
- ✅Created transparent AI decision explanations
Impact
📈
Reduced time-to-hire by 60%
📈
Processing 1000+ applications weekly
📈
Improved candidate match quality by 45%
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