Theo Karam

I'm Theo. I've been trading for years, and it's more than a job for me, it's my daily focus. I've spent that time learning how markets actually move, refining strategies, and taking something from every trade, the good ones and the bad ones alike.

Most of that work happens in Python. I've spent years automating my trading and bringing machine learning into it, and over time that has grown into the project I now spend most of my time on: Tefkir, an event-driven trading agent I build under Twin Peaks Algo. Instead of reading charts, it watches for real-world events, reasons through which instruments are genuinely exposed to them, and opens and manages positions on MT5 on its own. Every decision it makes is traceable, so you can follow the reasoning behind a trade and not just the outcome. It's in public testing right now, and it's the work I care most about.

I still believe the best systems are built step by step. A good EA doesn't appear overnight, it comes from care, a lot of testing, and staying open to feedback. I read what users tell me and I like hearing new ideas, so if you have questions about how Tefkir reasons, or just want to talk through it, reach out.

At the end of it, I'm a trader who likes building things. That's what gets me up in the morning, and I'm always looking for ways to do it better.

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