#Hackfrost2024 Hackathon Project, sponsored by kestra and organised by wemakedevs

Health Synth is a platform designed to address key challenges in healthcare, such as fragmented data, delayed communication, lack of feedback, and underutilized data. It unifies healthcare information (patients, doctors, clinics, appointments) into a single system for easy access. Automated notifications keep everyone informed in real-time, reducing missed appointments and ensuring coordinated care. A feedback module allows patients to rate doctors, promoting transparency and service improvement. Additionally, it utilizes healthcare data for better insights and predictive analytics.

Key Takeways of the project:

• Fragmented Healthcare Data: Patients, doctors, clinics, and appointment information often exist in siloed systems, making it challenging to access or analyze comprehensively.
• Delayed Communication: Notifications and reminders for patients or medical staff are often inconsistent, leading to missed appointments or uncoordinated care.
• Lack of Feedback Loops: Patients frequently lack a reliable way to rate doctors or provide feedback, which limits continuous improvement in healthcare services.
• Data Underutilization: Existing healthcare data isn't effectively used for predictive analytics or actionable insights.

How Health Synth Addresses These Issues:

• Unified Data Management: Health Synth consolidates patients, doctors, clinics, and appointments into a single ecosystem, ensuring seamless access and efficient data flow.
• Automated Notifications: Integrated systems send real-time backend notifications (e.g., via Telegram), ensuring that stakeholders are always informed about updates, reminders, or critical alerts.
• Feedback and Ratings System: A dedicated module for doctor ratings helps maintain service quality and transparency.

Generate Data:

The data_gen.yml workflow is a critical component of the Health Synth system, designed to generate synthetic healthcare data in CSV format for entities such as patients, doctors, clinics, and appointments. This data is generated using a Go-based script and is vital for powering analytics, reporting, and other automation features of the Health Synth platform.

tasks:
  - id: go_script
    type: io.kestra.plugin.scripts.shell.Commands
    taskRunner:
      type: io.kestra.plugin.scripts.runner.docker.Docker
    containerImage: golang:latest
    namespaceFiles:
      enabled: true
    warningOnStdErr: false
    beforeCommands:
      - go mod init data_gen || true
    commands:
      - go run ./code/data_gen.go -generate-patients
    outputFiles:
      - '*.csv'