An AI-driven hiring platform that automates resume screening, smart skill matching, and seamless communication between employers and candidates. This system streamlines the hiring workflow for HR professionals—leveraging the power of AI and NLP to analyze resumes, shortlist candidates, and schedule interviews effortlessly.
- Supports PDF, DOCX, TXT, and JSON formats
- Extracts:
- ✅ Skills
- ✅ Work Experience
- ✅ Education
- ✅ Projects
- Uses Hugging Face Transformers for deep NLP-based parsing
- Intelligent matching of resumes to job descriptions
- Ranking powered by Cosine Similarity
- LangChain-based RAG system to answer employer queries using resume data
| Feature | Description | Technology Used |
|---|---|---|
| Resume Ranking | Match resumes to job roles | OpenAI Embeddings + Cosine Similarity |
| Semantic Search for Employer Queries | Query over resume database | LangChain (RAG System) |
| Skill-Based Filtering | Filter by categorized skills | Custom NLP + Categorization |
| Resume Parsing | Extract structured info from resumes | Hugging Face Transformers |
- Powerful filtering (skills, experience, location, etc.)
- Auto-categorizes skills into fields like:
- Machine Learning
- Web Development
- Data Science, etc.
- Skill analytics with Plotly.js
- Live chat using WebSockets
- Google Calendar API integration for scheduling interviews
- Automated email and SMS notifications for updates
- Next.js (React) – Modern & performant UI
- TailwindCSS – Utility-first styling
- Redux Toolkit – Efficient state management
- FastAPI (Python) – For AI and NLP processing
- Node.js + Express.js – General purpose APIs
- LangChain – Handles resume search and retrieval
- Hugging Face Transformers – Resume parsing
- OpenAI Embeddings – Skill matching logic
- Pinecone / ChromaDB – For vector-based searching
- UploadThing / Firebase Storage – Secure file uploads
- PostgreSQL + MongoDB – Hybrid storage for structured and unstructured data
POST /upload-resume– Upload a resume and trigger parsingGET /search-resumes– Retrieve resumes based on job criteria
POST /create-event– Schedule an interview via Google Calendar APIGET /messages– Get chat history between users
- 👨💻 Harshit Srivastava
- 👩💻 Kavya Sharma
- 👨💻 Ginish Garg
- 👨💻 Piyush Goyal
📌 Here's the Entity-Relationship Diagram showing the system's data architecture:
Licensed under the MIT License – Feel free to use, modify, and share.
Got ideas or improvements?
👉 Submit a PR or open an issue—we’d love your input!