How to Actually Get Hired

Bourdev is a founding member of Facebook AI Research and one of the architects of modern computer vision. He built the original object recognition system that runs on every photo and video uploaded to Facebook and Instagram, a system operating at a scale most engineers never touch. Before Primepoint, he co-founded WaveOne, a deep learning video compression company, which Apple acquired in 2023. He holds more than 100 patents and has over 100,000 citations on his published research. His PhD is from UC Berkeley in Machine Learning. He is from Plovdiv, Bulgaria, studied at Brown University as an undergraduate, and has spent his career at the intersection of research-grade AI and real-world deployment. Bourdev is one of the most cited researchers in computer vision. His early work on human pose estimation (the "poselets" paper at Berkeley) is foundational to modern visual understanding systems. He has published across CVPR, ICCV, and ECCV. His personal website at lubomir.org is the best entry point for his research arc. He is not a blog writer or a pundit. His ideas live in papers and in products. Yann LeCun investing personally is the peer review equivalent: one of three people most responsible for modern deep learning chose to back him with personal capital. Bourdev grew up in Bulgaria during the post-Soviet transition, an environment where resourcefulness and technical self-sufficiency mattered early. He moved to the US for Brown University, then stayed for Berkeley and the FAIR founding. The path from Bulgarian childhood to founding Facebook's AI research organization to building construction intelligence software is not an obvious line, but it makes sense when you see the thread: he has always worked on problems that require understanding the visual world at scale, from human bodies to video compression to technical drawings. WaveOne's Apple acquisition in 2023 means he has already been through one full cycle from founding to exit.

Palo joined Trello as employee number five. He spent nine years at Trello and then Atlassian after the $425M acquisition, eventually becoming Director of Product and leading Trello's transition to enterprise. After a sabbatical in 2022, he joined Uber to take grocery delivery from zero to one. The career arc is a masterclass in product scale: he has been inside a product at single-digit headcount and inside a product at tens of millions of users, and he knows what changes at each stage. He has been building AI-native products in construction since before Primepoint was announced, which is why Bourdev recruited him specifically. He gave a detailed podcast interview on the ScaleUp & Up podcast (July 2024) about product development at Trello, Atlassian, and Uber, and his thinking on construction tech. That episode is worth listening to before outreach. He discusses letting go of ownership in a fast-scaling product, the emotional toll of acquisition, and his specific view on what goes wrong when startups try to hire the conventional "middle" rather than the extremes. This maps directly to Eigen's "U-shaped" team thesis, which suggests it is a shared philosophy in the Bay Area founding community right now. Joining Trello as employee number five is one of the more remarkable early bets in modern SaaS history. Trello had $0 in revenue when Palo joined and was acquired for $425M within a few years. He rode that arc all the way through enterprise product management before walking away for a sabbatical. The sabbatical itself is notable: a 2022 pause, taken deliberately, before moving to Uber, then founding Primepoint.