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Jump Metrics — Cloud-Native Vertical Jump Analyzer

fi_01K8Q9V2DYAT680K8GRNJ2KS2D-remux.mp4

Overview

Jump Metrics is a web app that measures vertical jump height from user-uploaded videos.
Part of uni coursework for CAB432 that explored AWS.

cab432Diagram drawio


⚙️ Evolution

Stage Description
Local app Node.js with data stored in JSON and FFmpeg.
EC2 monolith + DynamoDB Single container running with systemd service connected to DynamoDB.
ECS migration Split into API and Worker microservices.
S3 + CloudFront Static frontend hosted and cached globally.
SQS Swapped DynamoDB for async job processing.

☁️ Architecture

  • Frontend: S3 + CloudFront (HTTPS via ACM + Route53)
  • API (ECS): Handles uploads and downloads from S3 for video storage and queues jobs
  • Worker (ECS): Processes videos with FFmpeg
  • Cognito: Manages user authentication and authorization
  • SQS: Connects API and Worker, with DLQ + Lambda consumer
  • DynamoDB: Stores job and video metadata
  • Terraform: Builds it all
  • PowerShell (deploy.ps1): Automates login, build, push, apply, and redeploy in one command.

site isn't live :(, aws too expensive

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