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Start with the research question.

I welcome thoughtful messages about research collaboration, reproducible scientific software, foundation models for technical work, and AI-assisted analog design.

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Conversation areas

  • AI for Science

    Learning systems for scientific and engineering problems where physical structure, constraints, and reproducible evidence matter.

  • Foundation models

    Foundation models as reasoning tools for recommendation, structured knowledge, and complex technical workflows.

  • AI-driven analog EDA

    Machine-learning methods for analog circuit modeling, optimization, and design automation under physical constraints.