All Projects

Living in Edinburgh means you're never far from a spark of creativity, but nothing quite matches the explosion of energy that is the Edinburgh Fringe Festival. As a data analyst with a front-row seat to the action, I couldn’t resist diving into the numbers behind the world’s largest arts festival. The Fringe transforms the city into a non-stop celebration of art, comedy, music, and imagination every summer, and I wanted to capture that magic through data, revealing not just t

Picture this: you are at a whisky tasting, surrounded by great drams, and someone asks: “So what whisky do you actually like?” With over 100 distilleries in Scotland alone, I did not have a great answer. I had notes, opinions, and favourites, but nothing structured enough to support it. That is where The Unicask Project came from. Why This Project? I wanted to make my whisky tastings more consistent and actually useful over time. Instead of scattered notes, I started treating

What can a single number, pH, tell you about the rhythm of a massive industrial system? As it turns out, a lot. In simple terms, pH measures how acidic or basic a substance is. In mineral processing, it is a quiet signal that can reflect everything from chemical balance to mechanical stability. Why This Project? I chose this project because I wanted to dive deeper into time-series analysis while applying my skills in a real-world setting. The idea of using pH data to uncover