AAPL vs MSFT: Comparing Performance and RiskAbstract In this project I wanted to find out which stock performed better between Apple (AAPL) and Microsoft (MSFT), and which one carried more risk. I used historical daily stock price data pulled wAug 25 · 22 min readuyouyousonia.hashnode.dev
Step 1: Building a Dynamic Dice Game in PythonEvery complex trading algorithm starts with a simple idea at its core. As I begin my journey into quantitative research, I’m mastering Python from the ground up, starting with basic projects and graduMay 19 · 4 min readuyouyousonia.hashnode.dev
How Lexius AI Transforms Retail Security with Real-Time Theft DetectionEthics. Dreams. Character. Systems. People. Goals. A society is formed by individuals who share space but not values. We are all human, yet each of us is built differently. Some stand for something meaningful. Others seem to stand for nothing at all....Jan 26 · 3 min readuyouyou-sonia.hashnode.dev
Building Trakka: Learning Through Real SystemsThis new year, 2026, I decided to take my learning to a different level. Instead of only studying concepts or tutorials, I want to build real-world projects. Projects that force me to think, make mistakes, solve problems, and grow. That approach help...Jan 18 · 3 min readuyouyou.hashnode.dev
