Karim Shaban has built perception systems and large-scale data pipelines for autonomy, after cutting his teeth on projects ranging from humanoid robots and indoor reconstruction to facial reenactment and self-driving racing cars (starting with his Master’s in Munich). Based in London, he now leads Perception at Humanoid, coming from six years in self-driving cars spanning startups and major teams including Lyft’s autonomous division and Toyota.