AI-Powered Skill Matching Platform for Daily Wage Workers
LabourNearMe is an AI-driven job matching platform designed to connect daily wage workers with employers efficiently. The system uses machine learning-based recommendations to match workers with nearby jobs based on skills, location, and experience.
The platform focuses on reducing the gap between employers and workers by providing:
- Smart job recommendations
- Worker recommendations for employers
- Application workflow management
- Skill-based matching
- Location-aware opportunities
🚧 Currently under active development. Core backend systems and AI recommendation workflows are functional, while frontend integration and system polishing are ongoing.
- Worker registration and profile creation
- View all available jobs
- AI-powered recommended jobs
- Apply for jobs
- View application history and status
- Location-aware job suggestions
- Employer registration
- Post jobs with required skills
- View applicants for a job
- Accept or reject applications
- AI-powered worker recommendations
The platform uses Sentence Transformers embeddings for semantic matching.
- Skill similarity
- Semantic text understanding
- Location proximity
- Worker-job compatibility scoring
Model Used:
all-MiniLM-L6-v2- Worker registers
- Worker logs in
- Worker sees general jobs feed
- Worker views AI recommendations
- Worker applies for jobs
- Worker checks application status
- Employer registers
- Employer posts a job
- Employer views applicants
- Employer accepts/rejects applications
- Employer can view recommended workers
- FastAPI
- Python
- Supabase
- PostgreSQL
- SQLAlchemy
- Sentence Transformers
- HuggingFace Transformers
- PyTorch
- Scikit-learn
- Supabase
- Render
- Worker registration
- Employer registration
- Job posting
- Job listing feed
- AI recommendations
- Job applications
- Employer applicant view
- Accept/reject workflow
- Application status tracking
- Real-time notifications
- Chat system
- Worker ratings and reviews
- Auto-close jobs after hiring
- Multiple language support
- Mobile app version
- FastAPI backend development
- Supabase integration
- AI recommendation system
- Application workflow APIs
- Debugging and deployment
- UI/UX implementation
- Worker dashboard
- Employer dashboard
- API integration
LabourNearMe aims to empower daily wage workers by making local employment opportunities more accessible through AI-powered matching and a simple digital workflow.
This project is developed for educational and innovation purposes.
Built with FastAPI, Supabase, and Sentence Transformers.