control, and MT5-to-Python research pipelines.
I build EAs with server-side stops, margin-level guards, exposure limits and
state recovery after a terminal or VPS restart - the parts that decide whether
a system survives, not just whether it compiles.
My main work is validation: real-tick backtesting, in-sample/out-of-sample
splits fixed before the first pass, and out-of-sample checks that tell you when
a result is noise. I do not deliver the top row of an optimisation, and I will
tell you in writing what the numbers do not support.
Italian and English.
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