I built an AI Forex prediction system using Python + ChatGPT — and made it fully open-source.

Hey everyone,

I wanted to share a project I recently completed, not because it’s perfect, but because I learned so much building it, and I believe others might find it useful or inspiring.

I’m not a data scientist. I actually work in visual effects (VFX), but I’ve always been curious about AI and finance. A few months ago, I challenged myself to build a complete AI-powered Forex prediction system using Python, with a lot of help from ChatGPT along the way.

💡 The goal was to learn:

– How to fetch and clean real financial data

– How to calculate technical indicators (RSI, ATR, Fibonacci, Wyckoff, etc.)

– How to train ensemble models (VotingClassifier)

– How to combine indicators + predictions into coherent logic

– How to evaluate performance with real-world metrics

📊 What it does:

– Works with free live APIs (YFinance, AlphaVantage, etc.)

– Applies multiple technical indicators to each currency pair

– Predicts BUY/SELL signals with dynamic TP/SL based on volatility

– Generates a daily HTML report with results, stats and accuracy

🛠 What I learned:

– Feature engineering for time series

– Cleaning inconsistent data from APIs

– Building modular code and reusable models

– Using confidence scores and trend filters to avoid false signals

The full code is **100% open-source**, no paywalls, no subscriptions, no “premium version”.

I genuinely wanted to create something outside of that logic: a project for learning, sharing, and maybe, with some help, making it actually useful.

👉 GitHub repo: https://github.com/Innekstasy/AI-Powered-Forex-Prediction-System

If you’re into open-source AI, or just want a practical real-world ML sandbox, take a look, fork it, or shoot me feedback.

I’m still improving it and always open to ideas.

Thanks for reading ✌️