HANS WU
Founder & Chief Architect @ Snap Sleep | Head of Agentic AI @ MoBagel
📍 Los Angeles, CA / Taipei, Taiwan
🔬 Global Project Lab: HANS! v2.4.0
High-impact founder and system architect specializing in the convergence of Agentic AI, On-Device Computer Vision, Physical Hardware Integration, and Robotics. Founder of Snap Sleep and Spicetek, Director of North America at MoBagel. Proven track record scaling ventures from multi-million dollar DTC ecosystems to enterprise AI engines and physical AI deployments.
🌙 Flagship Physical AI Venture
Snap Sleep
Founder & Chief System Architect (Active Venture / Pre-Seed)
- Vision: Building a self-evolving, agent-native sleep health ecosystem.
- Sensory Infrastructure: Transforms smartphones and infrared sensors into edge-computing biometric devices using multi-modal AI (Vision + Audio Frameworks) for 100% on-device, privacy-first airway diagnostic analytics.
- Physical Intervention: Prescribes custom-configured "X-Wing" matrices—crafted from transparent, medical-grade silicone with central safety vents—closing the physical-digital recovery loop.
- Tech Stack: iOS Native (SwiftUI, Vision Framework, CoreML, AVFoundation), Edge AI, Transparent Medical Silicone Prototyping, Self-Improving User Feedback Loops.
🛠️ Core Pillars
01
Artificial Intelligence & Edge Agents
- Snap Sleep: Architected multi-modal Edge AI engines for nocturnal face-landmark tracking (
VNDetectFaceLandmarksRequest) and acoustic dB monitoring, operating 100% locally on Apple Neural Engine.
- MoBagel | Decanter AI: Head of Agentic AI. Spearheaded No-Code AutoML integration for 10+ SMBs and global enterprises. Nominated by Gartner for predictive orchestration.
- Expertise: Agent-Native Systems, On-Device Vision, Predictive Analytics, Enterprise AI Strategy.
02
Venture Architecture & Brand Realization
- Building high-conversion DTC ecosystems and multi-million dollar Kickstarter campaigns for global tech leaders.
- Key Partners: Hisense, EcoFlow, Zippo, Jackery, Advanblack, PolarLab, Rindon.
- Scope: Hardware-Enabled SaaS GTM, Amazon/Shopify Ecosystems, Prototyping-to-Mass-Production Execution.
03
E-Commerce & Growth Automation
- Automated Ad Engine: Developed algorithmic bid management stacks for high-frequency e-commerce platforms.
- Scaling: Directed complex advertising and conversion ecosystems to $10M+ ARR with high-yield ROAS.
04
System Integration & Logistics Engineering
- Enterprise Operations: Built custom ERP/WMS connectors, automated produce trading systems, and 3PL vendor integrations (e.g., GBPUSA).
- Robotics & RobOps: Developing Digital Twin maintenance centers via NVIDIA Omniverse. Fleet management integration with Boston Dynamics (Stretch/Spot) and Unitree (B2/Go2) hardware.
⏱️ Professional Chronology
Pioneering agent-native sleep airway diagnostic engines & medical-grade physical intervention hardware.
Leading North America Enterprise AI strategy, agentic workflows, and 1,000+ client integration projects.
Technical orchestration and product realization for high-growth tech startups (key architect behind PolarLab's SLICE and Perfect Cut).
Managed $500K+ ad budgets with 4.0 average ROI using custom SQL analytics engines.
Mobile application architecture, low-level system integration, and software optimization.
🎓 Education & Certifications
Master of Science (M.S.) in Computer Science | National Taiwan University (2010 – 2012)
Bachelor of Science (B.S.) in Computer Science | National Taiwan University (2006 – 2010)
Oracle Certified Professional: Java SE 6 Programmer