Shanhong Liu

Shanhong Liu is a research expert for the global software industry and emerging tech trends. Over the past three years she has done in-depth research on tech markets, such as consumer electronics and IT services. She has a broad knowledge of the IT industry overall, covering topics ranging from edge computing to virtual assistants and more.
Shanhong Liu
Research expert covering the global software industry
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