PitchUp is an innovative recruitment platform that revolutionizes the hiring process by connecting talent with opportunities through dynamic video pitches and intuitive matchmaking algorithms.
Check out a walkthrough of the app on YouTube: App Demo
- Video Pitches: Candidates can showcase their skills and personality through short, engaging video introductions.
- AI-Driven Matching: Advanced algorithms match candidates with suitable job opportunities based on skills, experience, and preferences.
- Swipe-Based Interface: Intuitive swipe functionality for both recruiters and candidates to express interest.
- Real-Time Notifications: Instant updates on matches and new opportunities.
- Detailed Profiles: Comprehensive candidate and job profiles for informed decision-making.
- In-App Messaging: Seamless communication between matched candidates and recruiters.
- Frontend: React Native
- Backend: FastAPI
- Databases:
- MongoDB (User authentication)
- Neo4j (Candidate profiles and relationships)
- Video Storage: Google Cloud Storage
- Machine Learning: TensorFlow, Keras, PyTorch
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Clone the repository:
git clone https://github.com/MaitreeVaria/PitchUp.git -
Install dependencies:
cd PitchUp npm install -
Set up environment variables (refer to
.env.exampleif available). -
Run the application:
npm start
The project consists of several key components:
- Frontend: React Native application with screens for user authentication, profile creation, job listings, and matching.
- Backend: FastAPI server handling API requests, database interactions, and matchmaking algorithms.
- Databases: MongoDB for user authentication and Neo4j for storing candidate profiles and relationships.
- Machine Learning: Collaborative filtering algorithms for personalized recommendations.
PitchUp - Redefining Recruitment for the Digital Age