All Projects

Not long ago, I was chatting with a friend in HR who was stressed about keeping younger employees from leaving. That stuck with me. What if data could help answer why people leave... and who’s most likely to stay? That conversation kicked off this project, where I dove into HR data to look for patterns behind employee turnover and income. Why This Project? The idea for this project began with a desire to apply analytics to something impactful. I was intrigued by the challeng

Living in Edinburgh means you're never far from a spark of creativity, but nothing quite matches the explosion of energy that is the...

As a whisky enthusiast, I often find myself in a cozy corner of my home, savoring a fine dram. The experience of tasting different whiskies is not just about the flavor; it's about the story behind each bottle and the memories they evoke. But as I enjoyed my tastings, I couldn't help but wonder: could I bring a more structured approach to my hobby? This curiosity led me to my project, "The Unicask," where I decided to combine my love for whisky with data analysis. Why This Pr

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

When I first picked up a basketball, I was captivated by how a single player could shift the momentum of an entire game. Years later, that same fascination led me to data. This project, Buckets and Dimes, explores NBA player performance using Tableau to uncover deeper patterns in scoring and playmaking. Through data visualization, I gained new insight into how roles vary across teams and positions. Why This Project: The idea for this project started simply. I wanted to improv

While reading the Financial Times recently, I found myself drawn into an article on international aid to Kenya written by William Wallis. He provoked a question that I couldn’t shake: where exactly does financial aid to Kenya go, and how is it truly making a difference on the ground? and, what could happen if the money stopped? That curiosity prompted me to dig deeper into the flow of funding and the real-world impact behind the headlines. What I discovered was eye-opening. A

Can data expose hidden truths in healthcare? That question drove me as I explored treatment patterns in over 70,000 diabetic inpatie nt records. Like a well-crafted documentary, the numbers began to tell a story - one of potential disparities, unexpected patterns, and deeper questions about equity in care. What started as a SQL project quickly became something more meaningful. Why This Project? My motivation for choosing this project came from a deep interest in both healthca

When I first started my recent project analyzing school performance in Massachusetts, I was intrigued by the stark differences in how...

I remember my first experience ordering from DoorDash...a late-night craving for tacos. As I scrolled through the options, I wondered how they got my attention amidst a sea of choices. Fast forward to my recent project analyzing DoorDash's marketing strategies, and I was shocked to discover that many customers, like me, aren’t engaging with their campaigns. This revelation sparked a deeper investigation into what makes or breaks a marketing effort in today’s competitive lands