In 2023, Amir Sadeghian's brother Ali - a machine learning researcher at Google - showed him something. A model. A demo. Proof that AI could generate not just images or text, but interactive environments. The kind of thing that had always required teams of developers, years of iteration, and millions of dollars. Ali had built it at Google Research. The two brothers looked at each other and made a decision that would reshape both of their careers.
That moment became Astrocade.
Amir Sadeghian arrived at this junction carrying a very specific kind of authority. His 2018 Stanford PhD wasn't in abstract machine learning. It was in computer vision and robot perception - the discipline of teaching machines to understand the physical world in real time. He had published landmark papers on pedestrian trajectory prediction (SoPhie, CVPR 2019) and multi-object tracking (JRMOT, IROS 2020). His GIoU metric - Generalized Intersection Over Union - became a standard in object detection pipelines worldwide. He has 9,682 citations and counting. For most researchers, that's a career. For Sadeghian, it was preparation.
Before Astrocade, he co-founded Aibee Inc. as Founding Director of AI. Backed by Sequoia Capital, Aibee built AI systems for VR, AR, and real-time tracking, raising $200M and reaching unicorn valuation. Sadeghian oversaw the technical direction of the AI organization through its rapid scaling. He left in 2022 with a concrete understanding of what world-class AI systems look like when they ship.