Pre-Development

  1. Market Research: Validate the need for a Clock Test app among healthcare providers.
  2. Tech Stack Selection: Decide on the technologies to be used for frontend, backend, and ML.
  3. Team Formation: Assemble a team of developers, designers, and data scientists.

Backend - Server Setup

  1. Initialize Git Repo: Create a new Git repository for version control.
  2. Server Setup: Initialize the backend server using Node.js or another backend technology.
  3. Database Setup: Configure a HIPAA-compliant database.
  4. Server Configuration: Set up server configurations in the config folder.
  5. Middleware Setup: Initialize middleware for authentication and data validation.

Backend - API Development

  1. API Design: Design the REST API endpoints.
  2. Route Creation: Implement API routes in the routes folder.
  3. Controller Functions: Write the controller functions in the api folder.
  4. Database Models: Create database schemas in the models folder.
  5. API Testing: Test all API endpoints for functionality.

Backend - Machine Learning Model

  1. Data Collection: Gather initial data for model training.
  2. Data Preprocessing: Preprocess the data to make it model-ready.
  3. Model Training: Train the initial machine learning model.