JobSwipe – Hiring, Simplified
Inspiration
Traditional hiring focuses too much on keyword-based filtering, often overlooking great talent. We built a smarter system—one that:
- Highlights your skills beyond just keywords
- Optimizes job search with minimal effort
- Boosts your chances of getting noticed by recruiters
What It Does
JobSwipe is a smart hiring platform that simplifies recruitment for both applicants and recruiters.
- Connecting Talent & Opportunity – Matches job seekers with the right opportunities.
- Effortless Apply-Pass System – A simple swiping approach streamlines applications.
- Smart Matching – AI-driven recommendations align applicants with job descriptions for better hiring decisions.
How We Built It
- Developed using Streamlit for a user-friendly interface.
- Implemented AI-driven matching algorithms to enhance job recommendations.
- Designed a responsive and intuitive Apply-Pass system for recruiters and applicants.
- Optimized performance by comparing multiple AI models to find the best balance between accuracy and efficiency.
Challenges We Ran Into
- Comparing multiple AI models—higher accuracy doesn’t always mean better performance.
- Streamlit limitations—not as robust for full-stack applications.
- Ensuring scalability while maintaining a fast and smooth user experience.
Accomplishments That We’re Proud Of
- User-Friendly Experience – Intuitive navigation and smooth job matching.
- Effortless Hiring – AI-driven recommendations quickly connect recruiters with top candidates.
- Higher Interview Chances – Smart matching increases applicant visibility and recruiter engagement.
What We Learned
- Balancing AI accuracy vs. efficiency to improve job recommendations.
- Optimizing UX/UI for an engaging, user-friendly job search experience.
- Improving job matching beyond traditional keyword-based filtering.
What’s Next for JobSwipe
🚀 1-on-1 chat for direct recruiter-applicant communication.
⚡ Faster interface with swipe functionality and shorter job descriptions.
📩 Automated emails & notifications to improve engagement.
⏳ Enhanced response time for better user experience.
🎯 More precise job matching scores powered by AI refinements.
Built With
- mongodb
- sbert
- spacy
- streamlit
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