Portfolio
Projects & Case Studies
Turning data into better decisions.
I use data to understand problems, test hypotheses and support better decisions across Product Analytics, Data Science and Finance.
Question → Data → Analysis → Insight → Action
Exploratory Data Analysis of UEFA Champions League 1955-2023
Data Analysis of the UEFA Champions League statistics from 1955 to 2023.
Compound Interest and Its Evil Twin: Inflation
How inflation compounds over time and silently erodes the real value of long-term investments.
How Diversification Can Increase Compound Growth
How correlation between assets can reduce volatility drag and increase long-term compound returns.
Lump Sum vs Dollar-Cost Averaging: Does Timing Really Matter?
A Monte Carlo experiment comparing lump-sum investing with a gradual investment strategy.
Same Return, Different Wealth: The Hidden Cost of Volatility
How two investors can achieve the same 7% average return and end up with very different wealth.
Why are users failing the onboarding?
A Product Analytics case study on identifying, grouping and interpreting the reasons behind onboarding failures.
Your Conversion Rate Can Drop Even When Everything Is Improving
How changes in traffic mix can make overall conversion decline while every segment improves.
Soccer Tournament Scraper: Web Scraping Project for livescore.com
A web scraping tool to extract soccer tournament standings from livescore.com.
Exploratory Data Analysis of Most Streamed Spotify songs
Data Analysis of the most streamed Spotify songs up to 2024.