Practical projects in Python, data analysis and machine learning, supported by Microsoft Office expertise, structured technical documentation and a broad digital technology background.

I am building a career focused on data analysis, Python and machine learning. My portfolio includes supervised machine learning projects, Python development, Excel-based analysis, GitHub documentation and practical business-focused projects.

My approach combines technical learning with structured problem solving. I enjoy understanding how systems work, analysing information, comparing different solutions and turning ideas into clear, working projects.

Core Skills

  • Python programming
  • Data analysis
  • Machine learning
  • pandas, NumPy and scikit-learn
  • Regression and binary classification
  • Data preprocessing and model evaluation
  • Cross-validation and hyperparameter tuning
  • Excel and spreadsheet-based analysis
  • Data visualisation
  • Technical documentation
  • GitHub project presentation
  • Structured problem solving

Current Focus

My current development is focused on strengthening the combination of programming, data analysis and business-oriented technical skills.

I have completed Microsoft Office Specialist certifications in Excel and PowerPoint and am continuing with Microsoft Word certifications before progressing further into SQL, Power BI and broader data analysis development.

Alongside certification study, I continue to build practical portfolio projects that demonstrate how I apply Python, machine learning, Excel and analytical methods to real problems.

Digital Technology Background

Before focusing primarily on data and Python, I developed a broad practical background in digital technology.

My previous experience includes WordPress website creation, SEO, Google Ads, image, video and audio editing, media restoration, digital content work and administrative systems.

This background continues to support my current work by giving me experience in learning new software, organising information, troubleshooting technical problems and presenting digital work clearly.

What I Am Working Towards

My goal is to continue developing towards professional work in data analysis, Python and machine learning.

I am building this portfolio around practical projects, recognised certifications and continuous hands-on learning, with future development in SQL, Power BI and other data-focused technologies.

This website documents that progress and brings together my projects, certifications, technical skills and professional background.