Writing and notes
Writing
Research notes and long-form writing.
The Python Revolution in Financial Analysis: Screening Thousands of Stocks with AI and Data Science
How Python, Pandas and yfinance turn an Excel-bound workflow into a repeatable stock screener — and where machine learning genuinely adds value.
Data-Driven Investing on Borsa Istanbul (BIST): The End of Tips, the Rise of Analysis
How macroeconomic data, balance-sheet detail and algorithmic models are replacing tip culture on BIST — and what it takes to move from player to investor.