EMPROVE - An Employee Productivity System

An employee productivity system that uses machine learning to help stay focused and organised ✔️

Features

1. Task Management: Organize tasks into manageable units, set priorities and track progress.
2. Pomodoro Timer: Implement the Pomodoro technique, a time-management method that utilizes focused work intervals followed by short breaks.
3. Concentration Music: Select from a collection of soothing instrumental tracks to enhance focus and create an optimal work environment.
4. Drowsiness Detection: Real-time monitoring of facial features to detect signs of drowsiness and provide alerts for improved attention and focus.
5. Work Stress Assessment: Evaluate stress levels and identify stress patterns to enable effective stress management and increased resilience.
6. Productivity Reports: Detailed reports that offer insights into performance, time management and areas for improvement.
7. Manager Dashboard: Assign tasks and monitor the productivity growth of employees from a managerial perspective.

Demo Screencast

screencast.webm

Technologies Used

• Node.js (version 18.7.0)
• Express.js (version 4.18.2)
• MongoDB (version 5.0.1)
• React.js (version 18.2.0)
• Chart.js (version 4.3.0)
• Embedded JavaScript (version 3.1.8)
• Bootstrap (version 4.5.0)
• MediaPipe Face Mesh (version 0.4.16)

Installation

To install and run EMPROVE locally, follow these steps:

1. Clone the repository:

   git clone https://github.com/sanbabyfrancis/emprove.git
   

2. Install the required dependencies:

   npm install
   

3. Run the MongoDB server:

   mongod
   

4. Start the application:

   npm run dev
   

5. Access EMPROVE in your browser:

   http://localhost:3000
   

Usage

1. Sign up for an account using your email address.
2. Log in to your account and explore the various features available.
3. Set up your tasks and organize them based on priority and deadlines.
4. Utilize the Pomodoro timer to work in focused intervals and take regular breaks.
5. Choose concentration music to create an optimal work environment.
6. Benefit from drowsiness detection to maintain alertness during working hours.
7. Assess your work stress levels and take necessary steps for effective stress management.
8. Review productivity reports to gain insights into your performance, time management and areas for improvement.