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About:
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I design contract-based systems for reliable execution of AI workflows.
My focus is on deterministic behavior, reproducibility, and auditability — where every task behaves like a transaction, not a guess.
Currently building MOVA (Machine-Operable Verbal Actions): a system that structures intent, execution, and verification through formal contracts and minimal semantic traces.
I treat AI execution like financial transactions: with contracts, audit, and proof.
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