ENGINEERING_MODULES

Engineering Bay

Deployable Systems & Tactical Projects

End-to-End DevOps CI/CD Pipeline

Ongoing

Enterprise-grade automation infrastructure

Automated CI/CD for Django using GitHub Actions with full containerization, MySQL migration workflows, and real-time monitoring integration.

PIPELINE_FLOW

Build → Test → Dockerize → Deploy → Monitor

TECH_STACK

DjangoDockerGitHub ActionsMySQLRailwayGoogle SheetsUptimeRobot

KEY_FEATURES

  • ▸Automated CI/CD for Django using GitHub Actions
  • ▸Containerization with Docker for consistent deployment
  • ▸MySQL database migration workflows
  • ▸DORA Metrics tracking via Google Sheets
  • ▸Real-time monitoring via UptimeRobot
  • ▸Auto-deploy to Railway on main branch
  • ▸DevOps research paper in preparation

SFPSQA - Smart Food Packet Scanner

Completed

Intelligent barcode analysis system

Real-time food data scanner with nutrient composition analysis, ingredient categorization, and published research contribution.

PIPELINE_FLOW

Scan → Fetch → Analyze → Categorize → Display

TECH_STACK

PythonOpenCVPyZbarRequestsTkinterWindows App

KEY_FEATURES

  • ▸Barcode recognition with PyZbar
  • ▸Real-time food data fetching from Open Food Facts API
  • ▸Nutrient composition analysis engine
  • ▸Ingredient categorization (Organic, Chemical, Other)
  • ▸Windows desktop application with Tkinter GUI
  • ▸Published review paper on Zenodo
  • ▸DOI: 10.5281/zenodo.15615803

X/Twitter Automated Bot

Completed

Social trend automation system

Intelligent automation system for fetching trending topics and generating optimized tweets with rate-limit handling.

PIPELINE_FLOW

Fetch Trends → Generate Tweets → Schedule → Publish

TECH_STACK

PythonTweepyX Developer APIScheduling

KEY_FEATURES

  • ▸Trending hashtag fetching from X API
  • ▸Automated tweet generation and scheduling
  • ▸API rate-limit optimization and handling
  • ▸Tweet scheduling system with delay management
  • ▸Social trend graph analysis
  • ▸Autonomous bot sequence execution
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