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Founder of AIstanbul Research Group
ML Guard is a production ML agent that uses DataHub’s context graph to detect target leakage and stale-model risk, trace every finding through column lineage, and write evidence back to DataHub.
An AI agent helping water teams protect drinking water after wildfire: connecting river readings, unfinished fieldwork, and verified reports to the next action. Three storms. One memory.
A zero-trust agent fleet that audits genomic evidence continuously, without ever letting a model become the scientific authority.
