KC-TradingAI - Kaan CALISKAN

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KC-TradingAI Performance Results & The Road to SaaS: From Prototype to Product (Part 3)

by Kaan Çalışkan · December 30, 2025 ·

Welcome to the final chapter of the KC-TradingAI trilogy. In Part 1, we built the architecture. In Part 2, we gave it a brain. Now, we face the moment of truth. Does it actually make money? Writing elegant code is satisfying, but in algorithmic trading, the only metric that matters is PnL (Profit and Loss). In this post, ...

Integrating Reinforcement Learning & Risk Management into Python Trading Bots: KC-TradingAI (Part 2)

by Kaan Çalışkan · December 30, 2025 ·

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Welcome back to the KC-TradingAI blog series. In Part 1, we covered how we processed raw data and encoded financial concepts (SMC) into our system. However, we still don't have a decision mechanism. We only have an analysis system that says "There is an FVG here" or "RSI is 70." Who pulls the trigger? In the KC-TradingAI ...

Building a Hedge Fund Quality AI Trading Bot with Python: KC-TradingAI (Part 1)

by Kaan Çalışkan · December 30, 2025 ·

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Financial markets are no longer a battleground for humans; they are dominated by algorithms. Traditional technical analysis methods (RSI divergences, simple moving averages, etc.), when used in isolation, have become easily manipulated by Market Makers. This raises a question: Can we combine a institutional-grade "Hedge Fund" strategy with modern Artificial Intelligence technologies and run it from ...