In 13 years designing enterprise AI platforms, I've helped global pharma, healthcare, and banking teams move from fragmented data to confident decisions  cutting analysis cycles from weeks to hours, lifting dashboard adoption by 40%, and reducing support escalations by 20%.​

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I specialize in the hardest part of AI product design: making AI outputs trustworthy, explainable, and auditable not just functional.​

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I collaborate closely with product, engineering, and data science teams to translate predictive models into scalable, compliant, and intuitive experiences balancing usability, regulatory requirements, and measurable business impact.