Deployment proof

AI-native EHS and safety-critical proof cases.

Selected systems and roles showing how Alvin Liao translates safety, standards, robotics and professional-community needs into working AI products and operating concepts.

Featured proof cases

Risk intelligence

CSQE Global Watch

Cross-market safety intelligence and professional-community monitoring for global EHS awareness.

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Professional community

APOSHO AIST Pulse

AI and smart technology thought-leadership rhythm for Asia-Pacific OSH communities.

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Standards AI

GB Standards AI Reviewer

AI-assisted standards review logic for GB, TB and HKRS comparison workflows.

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Safety robotics

YueTie Air-Ground Robotics

CTO role shaping air-ground robotics for inspection, emergency response and infrastructure safety scenarios.

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High-trust AI

Mini Bloomberg Terminal

Co-founder and CTO role building a Chinese-first AI financial research assistant with governance boundaries.

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