A collection of projects connecting numbers, practical problems, and questions I wanted to investigate.
I developed a spreadsheet system to track and understand my personal finances across currencies.
The project brought together financial organization, spreadsheet modeling, and a practical need for a consistent view of changing balances.
A BUYABLE financial spreadsheet template developed for distribution.
I developed a spreadsheet system to help beginners track and understand personal finances across currencies.
The goal is to translate a detailed personal system into something more approachable for a beginner, with less complexity, more enjoyability and a clearer starting point.
LINK BELOW!!!!!
View related projectQuestion: How does adding daily walking relate to emotional well-being?
Method: A 28-day project with an additional 30 minutes of walking per day. The study had 14 participants, below the initial target of at least 30.
Finding: The reported correlation was −0.06, close to zero. This sample did not show a meaningful linear relationship between the measured variables.
What I learned: Recruitment, consistent measurement, and careful interpretation matter as much as the original research question.
A small sample and near-zero correlation do not establish that walking has no benefit or demonstrate cause and effect.
A simulated investment portfolio completed during high school economics, from October 2025 to May 1, 2026.
The final simulated gain was $74.64. I placed 7th out of 61 before fees, and 11th after fees.
The exercise offered a practical way to think about portfolio decisions, market changes, and the effect of transaction costs.
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