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Python-to-SQL Market Data Processing Engine
Introduction
A project born from my own Algo Trading Journey. When I first started exploring algorithmic trading, I quickly realized something surprising: the hardest part wasn’t the strategy… it was the data.
I spent countless hours trying to piece together a reliable workflow — pulling stock data, cleaning it, storing it, structuring it, and making it usable for analysis. Every small experiment required rebuilding the same foundation from scratch.
Over time, I built my own internal SQL Database to make this process easier. And today, I’m finally sharing it publicly.
A Powerful Foundation for Your Trading Intelligence
This database doesn’t just store market data — it gives you a fully equipped analytical engine right out of the box. From essential indicators like moving averages and RSI to more advanced metrics such as SAR, Bollinger Bands and volatility measures. The system provides a rich toolkit for anyone serious about market analysis.
All indicators are pre‑calculated, structured, and ready to query directly from SQL. That means you can focus on strategy development instead of wrestling with data preparation. Whether you’re exploring simple trend‑following ideas or building complex multi‑factor…
