Joe Yuan
The most important AI model is…the business model
- Role
- Senior Director of Product Management at PlusAI
- Location
- Palo Alto, CA, US
- LinkedIn followers
- 500 followers
About Joe Yuan
Senior Director / VP of Product Management with 16+ years of leadership in autonomous driving, ADAS, AI systems, and intelligent mobility across the U.S, China, and Europe. Proven track record scaling L2-L4 autonomy platforms from concept to mass production, driving $100M+ annual revenue growth, and leading 100+ cross-functional teams across software, hardware, AI/ML, cloud infrastructure, and fleet operations. Deep expertise in autonomy stack architecture, teleoperation systems, sensor fusion (LiDAR, radar, camera), automotive-grade compute platforms, functional safety (ISO 26262, SOTIF), and OEM/Tier-1 commercialization. P&L ownership experience with demonstrated ability to scale products from zero to $100M+ revenue.
Experience
Senior Director of Product Management
Jul 2024 — Present · Santa Clara, CA, US
Own end-to-end product portfolio strategy for L4 autonomous trucking platform including AV2.0 architecture, teleoperation systems, and cloud-based fleet monitoring; align technical roadmap with commercialization goals, OEM deployment requirements, and enterprise fleet operations objectives• Product Owner for Teleoperation Control Center: defined multi-modal system architecture integrating high-bitrate, low-latency video streaming, real-time vehicle telemetry, and Vision-Language Models (VLMs) for AI-assisted remote intervention enabling scalable human-in-the-loop autonomy for safety-critical edge cases and ODD boundary conditions• Designed and launched driver-facing HMI and cloud monitoring dashboards for autonomous fleet operations, improving operator situational awareness, safety transparency, reducing takeover response time by 50%, and enhancing customer demonstration effectiveness through real-time system health visualization and performance metrics• Led next-generation sensor suite and compute platform strategy: evaluated and integrated advanced solid-state LiDAR, 4D imaging radar, 8MP+ cameras, and NVIDIA DRIVE Orin/Thor compute platform to enhance perception robustness in adverse weather and complex highway scenarios while reducing total sensor BOM cost by 50% through strategic supplier partnerships and sensor consolidation• Aligned product roadmap with fleet deployment operations, ODD (Operational Design Domain) definition and expansion, safety validation framework (SIL/HIL simulation, closed-course testing, public road validation), and regulatory compliance requirements for commercial autonomous trucking operations
Education
Stanford University
Artificial Intelligence Professional Program
University of Pittsburgh
Ph.D., Biostatistics
2004 — 2009
Beijing Normal University
B.S., Statistics
2000 — 2004
NYU Stern School of Business
MBA, Marketing and Strategy
2011 — 2014
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