The Never-Ending Puzzle

It all started with a simple fascination: trying to build something with my own hands. My first chapter was not in an office, but in a small e-commerce business I built from the ground up. I imported products, handled branding for my online shoe store, and learned firsthand how difficult cash flow, marketing, and execution can be in real life. It was a humble beginning, but it gave me my first practical lessons in managing capital. That curiosity eventually led me to the markets. I explored stocks and crypto with my own money and learned important lessons about risk, discipline, and strategy. At the same time, I kept encountering the complexity of tax rules, and that made me realize something simple: understanding the game is just as important as playing it. From there, I started my professional path in tax. I worked through the fundamentals as a tax staff, then expanded into broader financial analysis. Step by step, I moved from focusing only on compliance to understanding the bigger financial picture and how decisions today shape business outcomes tomorrow. Wanting to look forward, not only backward, brought me into data science and programming. I spent a lot of time learning how to process complex datasets, automate repetitive work, and build models that support better decisions. This technical side did not replace my tax foundation; it strengthened it. Today, those experiences come together in my work as a tax consultant. I focus on tax and transfer pricing, while also using tools like Python, SQL, and Power BI to make analysis more efficient and insight more actionable. I do not claim to know everything, but I care deeply about doing careful work, learning continuously, and delivering value with clarity. This website is my space to share what I learn through articles, projects, and experiments. If anything here can help your team, your business, or your own learning journey, I am truly grateful.