Projects

These are some of the projects I’m working on or have built recently. I prefer to show real things — even if they’re still evolving — rather than pretend everything is perfectly finished. Each project teaches me something new about structure, tooling, and how to make ideas actually run.

Retail Sales KPI Analysis

A BI-style pipeline that ingests, cleans, validates, and analyses retail transaction data using Python and MySQL. Includes automated quality checks, KPI reporting, and visual outputs.

Tech: Python, Pandas, MySQL
Repo: github.com/KNHF/retail-sales-kpi-analysis

Python File Organizer

A practical automation tool that cleans and structures messy folders. It moves files into organised directories based on type and rules, making it easier to keep a machine tidy over time. The focus is on clarity and predictable behaviour.

Tech: Python
Repo: github.com/knhf/file-organizer

This Portfolio

A Quarto-based personal site where I document my work and experiments. I treat the site itself as a project: structure, styling, and content are all things I iterate on, just like code.

Tech: Quarto, HTML, CSS, GitHub Pages
Repo: github.com/knhf/KNHF.github.io