2025

Stockify - CI/CD with Jenkins & Stock Prediction

End-to-end CI/CD pipeline in Jenkins, triggered by GitHub webhooks, building and deploying a containerised React, Flask and MySQL stock prediction application.

Repository

Stockify - CI/CD with Jenkins & Stock Prediction cover

Stack

Jenkins
Docker
React
Flask
MySQL
Python
Git
CI/CD
REST API

Problem

Demonstrate the full path from a code push to running services, with builds that reproduce rather than depending on one machine.

Architecture

GitHub webhook -> Jenkins -> build and test -> Docker images -> Docker Compose running React, Flask and MySQL.

What it does

Jenkins pipeline with automated builds on push
Docker Compose multi-container deployment
React frontend against a Flask REST API
MySQL persistence with a moving-average prediction model

Challenges & learnings

Coordinating multi-service networking in Compose, which taught service discovery and environment-based configuration.
Webhook idempotency and build queueing in Jenkins.