Jobility is a platform that bridges the employment gap for Persons with Disability (PWDs). It uses AI technology to tailor the matching process between skillful PWDs and suitable employers, and also taps on enabling technologies such as speech recognition for increased convenience for PWDs.
- Deep Learning job recommendations tailored to PWD disabilities, needs
- AI-generated explanations to build PWD trust in job recommendations
- Details for each job, with suitability for disabilities, and a link to apply
-Real-time speech-to-text translation -Update profile page for employers to view additional PWD information
-Companies ranked by PWD-friendliness -Leaderboard rankings can be accessed by PWDs, incentivizing good PR -Future: automatic ranking by PWD reviews & ratings
Note: Before running the following instructions, ensure that npm and node are installed Note: The speech recognition feature is only supported on Google Chrome, Microsoft Edge and Safari. Please use either of these browsers Note: To run frontend, copy and paste each line one by one
Instructions are same for Linux / Mac / Windows
cd frontend # change into frontend/ directory
node --version # ensure you have at least node v14.15.1
npm --version # ensure your npm version is at least 6.14.4
npm install # install the required dependencies
npm start # you should see the application on localhost:3000
Directory structure:
frontend/
└── public/
└──src/
└── assets/
└── components/
└── context/
└── examples/
└── layouts/
└── App.js
└── index.js
└── routes.js
Other files not listed, e.g., configuration files
Note: Before running the following instructions, ensure that python3 and pip are installed Note: To run backend, copy and paste each line one by one, depending on your system (Linux, Mac, Windows)
Linux cd backend # change into backend directory
python3 -m pip --version # Ensure python 3 and pip are installed
python3 -m pip install --user virtualenv # Installing virtualenv
python3 -m venv env # Create a virtual environment
source env/bin/activate # Activate the virtual environment
which pip # Confirm pip is from virtual environment
pip install -r requirements_linux.txt # Install required packages
flask run # Run the flask app
Mac
cd backend # change into backend directory
python3 -m pip --version # Ensure python 3 and pip are installed
python3 -m pip install --user virtualenv # Installing virtualenv
python3 -m venv env # Create a virtual environment
source env/bin/activate # Activate the virtual environment
which pip # Confirm pip is from virtual environment
pip install -r requirements_mac.txt # Install required packages
flask run # Run the flask app
Windows - Due to windows file and path restrictions, please ensure path to backend/ directory is not too long, and also only contains alphanumeric characters, spaces, hyphens and underscores
cd backend # change into backend directory
python -m pip --version # ensure you have python 3 and pip installed
python -m pip install --user virtualenv # Installing virtualenv
python -m venv env # Create a virtual environment
.\env\Scripts\activate # Activate the virtual environment
where pip # Confirm pip is from virtual environment
pip install -r requirements_windows.txt # Install required packages
flask run # Run the flask app
Directory structure:
backend/
└── data/
└── deploy/
└── step/
└── utils/
└── weights/
└── .gitignore
└── app.py
└── main.py
└── requirements_linux.txt
└── requirements_mac.txt
└── requirements_windows.txt
└── run.sh
