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I build AI systems for market research, execution and risk management, built in public.

Building and operating my own products and document the work here: strategy research, backtesting, walk-forward validation, risk management, execution bugs, data pipelines, AI-assisted coding, and the uncomfortable lessons that show up before a system is ready for live markets.

For traders, developers and builders who want to see how automated crypto trading actually works — beyond hype, screenshots and promises. Expect long-form breakdowns, Shorts, live analysis and build-in-public updates from the systems I run, including Biturai and Hunoro.

No hype, no guaranteed returns — I document what actually works, wins and losses included.

Educational content only. Not financial advice. No profit promises.

→ michaelsteinbach.io
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