Smart Wave

An intelligent application for data processing and wave analysis.

TypeScriptNode.jsPython

Completed

2024

Category

Data Processing

Team Size

Solo

Smart Wave

Project Overview

This Data Processing project was designed to solve complex challenges in scalability and performance. The system architecture was carefully planned to handle high traffic loads while maintaining responsiveness and data integrity.

One of the key technical challenges was implementing an efficient caching strategy that would reduce database load while ensuring data consistency. We solved this by using a multi-layered caching approach with Redis for hot data and implemented cache invalidation patterns.

The project was deployed using a containerized approach with Docker and Kubernetes, allowing for seamless scaling and deployment across multiple environments. Continuous integration and deployment pipelines were set up to ensure code quality and rapid iteration.

Key Features

  • Wave Analysis

    Advanced algorithms for processing and analyzing wave data.

  • Data Visualization

    Interactive charts and graphs for data insights.

Technical Details

Primary Language

TypeScript

Database

PostgreSQL

Architecture

Microservices

Deployment

Docker

Testing

Jest

CI/CD

N/A