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DougieIT/README.md

I'm a software developer with a focus on building cloud-native systems, scalable backends, and clean automation pipelines. I enjoy solving real-world problems through thoughtful design, from infrastructure to data. My work spans DevOps, machine learning, and software testing.

Featured Portfolio Projects

☁️ Cloud Development

Highlights:

  • Infrastructure-as-Code with Terraform, supporting multiple AWS environments
  • Automated CI/CD with GitHub Actions and Docker-based builds
  • Secure authentication via AWS Cognito and IAM roles
  • Scalable backend using FastAPI + PostgreSQL on RDS
  • S3 integration for storing user templates and logs
  • CloudWatch for logging and alerting

📊 Data Analysis/AI:

Stack: Python • Pandas • Amazon QuickSight • AWS Athena • PyTorch Highlights:

  • ETL with AWS Glue + Athena querying large-scale open data
  • Predictive modelling with PyTorch
  • Cloud dashboards with Amazon QuickSight
  • Notebook-based EDA and training workflows

✅ Backend, Testing & CI/CD

Highlights:

  • Full CI/CD pipeline on GitHub Actions
  • Automated builds and regression testing
  • Code coverage reports + test summaries on pull requests

Misc. Projects

Foosball Playing Robot

Highlights

  • 9 Person Team
  • Using Python's computer vision libraries to track ball movement
  • Analysed trajectories using physics modelling and Kalman filters
  • Interfaced with pistons to move lines of players to intercept and kick the ball

📚 What I'm Learning Right Now

  • Further Cloud Development tools and technologies including Kubernetes and advanced AWS and Azure
  • Observability and SRE practices
  • Cloud-native design patterns for resilience and scalability

Feel free to reach out, I'm always open to interesting conversations or opportunities.

Popular repositories Loading

  1. TwitterSentimentAnalysis TwitterSentimentAnalysis Public

    Tweepy analysis

  2. FDS-CW1-2223 FDS-CW1-2223 Public

    Forked from Inf2-FDS/FDS-CW1-2223

    Jupyter Notebook

  3. Git_Practice Git_Practice Public

    just practicing git

  4. TaskTracker TaskTracker Public

    My personal project to practice OOP concepts

    Java

  5. MemoryMap MemoryMap Public

    My MemoryMap project using Node.js and MongoDB

    HTML

  6. Koka_Practice Koka_Practice Public