Jobbly
Project Brief
Project timeline
Oct - Dec 2023
Project Type
Web & Mobile Development
Client
Quencode Team
My Contribution
Full-stack Development, AI/ML Integration, Mobile App
Connecting
talent
with
opportunity.
Jobbly is an intelligent job matching platform that uses AI and machine learning to connect talented professionals with relevant opportunities. The platform streamlines the recruitment process for both job seekers and employers, providing tools for profile management, application tracking, and intelligent job matching with high accuracy.
Challenges
Building an intelligent recruitment platform
AI-Powered Matching
Candidate Screening
Real-time Notifications
Solutions
Comprehensive recruitment ecosystem with intelligent matching
AI-Powered Matching Engine
Developed an advanced algorithm that analyzes job requirements, candidate skills, experience, and preferences to provide highly accurate job matches. The system uses machine learning to learn from user behavior and improve match accuracy over time, with intelligent scoring and ranking.
- Machine learning algorithms
- Skill-based matching
- Match scoring system
Candidate Dashboard
Created an intuitive platform for job seekers to manage their profiles, track applications, receive personalized job recommendations, and communicate with potential employers. The dashboard provides a comprehensive view of the job search process and helps candidates stay organized.
- Profile management
- Application tracking
- Job recommendations
Technology Stack
Cutting-edge technologies powering the Jobbly platform
React & Next.js
Frontend framework
Python & Django
Backend API
PostgreSQL
Database
Machine Learning
AI algorithms
Results
Jobbly has been successfully launched and is now serving 5000+ active users with 75% match accuracy. The platform has attracted 200+ companies, achieved 50% time reduction in the recruitment process, and significantly improved hiring efficiency for both job seekers and employers.
Process
Behind the scenes of developing the Jobbly platform
Research & Planning
Extensive research into recruitment processes, job matching algorithms, and existing platforms. We analyzed job seeker behavior, studied employer needs, and conducted interviews with both candidates and hiring managers to understand the recruitment ecosystem.
Development & Testing
Agile development process with continuous testing and iteration. We built prototypes, trained machine learning models, conducted user testing with both job seekers and employers, and refined the matching algorithm based on feedback to improve accuracy and user satisfaction.
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