令上 孔 is a skilled engineer who worked as a planning control algorithm engineer at 驭势科技（北京）有限公司 from 2017 to 2022. Currently, they are a senior research and development engineer at 百度, contributing to the Apollo robotaxi team with a focus on prediction decision planning algorithms.
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