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Reid Qian

Automation |

Research Interests:

  • Embodied AI and VLA Architectures
  • Autonomous Agentic Orchestration
  • Formal Logic and Knowledge Systems

I am dedicated to building the future of Embodied AI and agentic systems, bridging the gap between full-stack engineering and formal logic.

Research

Current research interests and ongoing technical focus.

Depth-Aware Vision-Language-Action (VLA) Architectures for Embodied AI

Exploring the integration of spatial depth perception into large-scale VLA models to enhance the robustness of robotic manipulation and bridge the gap between high-level reasoning and low-level physical interaction.

  • Embodied AI
  • VLA Models
  • Robotic Policy Learning

Projects

Selected technical work relevant to research-oriented MSc training.

Moreturn (formerly Magic Orbit English)

2024 - Present

Founded and leading the development of a full-process AI platform for correcting and rewriting high school English essays. As CEO and Lead Developer, I designed the system architecture to provide high-accuracy linguistic feedback and personalized learning paths.

Tech: AI Agent, Vue 3, LLM API, Docker

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SBTI Personality Test System

2025

Developed an entertainment-oriented personality test web app featuring a 36-question quiz and shareable result cards. Reached over 50,000 users through viral social sharing and optimized front-end performance.

Tech: Vite, React, TypeScript, Tailwind CSS

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  1. Moreturn (formerly Magic Orbit English)

    Founded and leading the development of a full-process AI platform for correcting and rewriting high school English essays. As CEO and Lead Developer, I designed the system architecture to provide high-accuracy linguistic feedback and personalized learning paths.

  2. SBTI Personality Test System

    Developed an entertainment-oriented personality test web app featuring a 36-question quiz and shareable result cards. Reached over 50,000 users through viral social sharing and optimized front-end performance.

Publications

Peer-reviewed work and preprints.