Research interests

At IBM Research, we create impact at industrial scale by tackling some of the most pressing questions and challenges across computer science, materials discovery, mathematics, climate change, drug discovery, physical sciences and sustainability.

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The AI landscape today is dominated by purpose-built models deployed for dedicated tasks. But enterprises need a large corpus of labeled data, significant resources, and teams of skilled data scientists to train and maintain these models. Foundation models represent a generational opportunity for enterprise. They’re general-purpose, pre-trained models that can be fine-tuned to accomplish a wide set of tasks. We’re developing software, middleware, and hardware to bring frictionless, cloud-native development and use of foundation models to enterprise AI.

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