DESIGN AI ARCHITECTURE DATA HUMAN INNOVATION CITY RESEARCH

ZHENG QI

AI + Design + Human Factors

Designing Human-Centered AI Systems for the Physical World

ZHENG QI Portrait

About me

I hold a master’s degree from Tsinghua University, specializing in Urban Human Factors Engineering and AI‑driven design systems. My work explores how artificial intelligence, data science, and human experience converge to build intelligent environments and creative tools that understand people — not just data.

As the Co‑founder & COO of AlloTech, an AI platform for generative manufacturing design, I lead cross‑functional teams combining algorithmic modeling, data engineering, and product design. My broader research investigates how human factors principles can shape the next generation of AI‑driven urban and digital systems.

My journey moves between research, entrepreneurship, and design — from conducting large‑scale data analysis at ByteDance and Meituan to leading projects that merge machine learning with spatial cognition. Outside the studio, I find balance in mountain hiking and outdoor exploration, where I draw inspiration for resilient design thinking.

Tsinghua University

Beijing, China

Master of Architecture – Urban Human Factors Engineering

Sep. 2023 – Jun. 2025

• GPA: 3.91/4.0 | Rank: 24/120

Tianjin University

Tianjin, China

Bachelor of Architecture and Urban Planning

Sep. 2018 – Jun. 2023

• GPA: 3.9/4.0 | Rank: 1/186

Professional Experience & Research

Leading AI-driven innovation across industry and academia

Professional Experience

Data Scientist, ByteDance

2024 | LBS Prediction & A/B Experiment Design

Developed ML pipelines for location-based behavior prediction and experimentation optimization across >100M samples.

ByteDance TikTok

ML Engineer, Meituan

2024 | SFT & RLHF Data Optimization

Fine-tuned large language models with advanced data cleaning and bias reduction techniques, improving dataset quality by 12%.

Meituan

Research Projects

Urban Perception Research

Urban Perception Analysis

Tianjin Metro Areas | 2023

Semantic segmentation on 30,000+ street-view images for environmental indicator extraction.

Green Office Design

Human Factors in Green Office Design

Xiong'an Project | 2023

AI-adaptive environmental regulation based on behavioral and emotional measurement models.

Selected Works

AI × Design × Human Factors

VIBE CREATING

AI-Driven Manufacturable Design Platform

2025.05 - Present · Co-founder & COO

  • Text-to-CAD
  • MCP toolchains
  • 3D assembly automation
VIBE CREATING

URBAN PULSE

Metro Station Environmental Assessment

2022.08 - 2023.03 · Researcher & Designer

  • Urban computing
  • FCN segmentation
  • GIS metrics
Individual work
URBAN PULSE

HOMES BY AI

Automated Housing Generation

2025.03 - 2025.07 · Algorithm & System Lead

  • 3D spatial reasoning
  • JSON geometry grammar
HOMES BY AI

VISUAL SYMPHONY

The Concrete Forms of Music in Vienna

2024.01 - 2024.07 · Researcher & Designer

  • Music-spectrum-driven geometry
  • Generative structures
Individual work
VISUAL SYMPHONY

Leadership & Venture

AlloTech | Co‑founder & COO

2025 – Present

At AlloTech, I lead strategy, data infrastructure, and product development, translating cutting‑edge AI models into scalable tools for real‑world design.

  • Supervise data teams developing multimodal geometry‑learning pipelines
  • Coordinate collaboration across engineering, design, and ML research
  • Manage product deployment, fundraising, and research partnerships

Achievements

  • Selected for NVIDIA Inception and MIT AI Venture Studio
  • Raised ¥2.1M Seed Funding
  • Featured in early‑stage manufacturing AI showcases

Leadership Beyond Work

Previously Student Union President and Football Team Captain, leading multidisciplinary teams toward shared goals. Outside of work, I am a mountain hiker and long‑distance runner — exploring resilience, balance, and clarity.

Team leadership moments
Leading cross-functional teams at AlloTech
Mountain hiking and outdoor exploration
Finding balance through mountain hiking and exploration

CV / Resume

Last updated: Dec 2025

ZHENG QI CV Preview

Awards & Certifications

Individual Recognition

  • 🏆 Top Ten Outstanding Student Models in Tianjin University - 2023 Link ↗
  • 🏆 Gold Award in the ARCASIA Student Thesis (Graduation Project) Competition - 2023 Link ↗
  • 🏆 Undergraduate National Scholarship - 2022/2021/2019
  • 🏆 Tianjin University Science and Technology Talent - 2021
  • 🏆 First Prize of UIA-HYP CUP International Competition in Architectural Design - 2021 Link ↗
  • 🏆 Excellence Award of TianZuo Cup Design Competition - 2021
  • 🏆 Tianjin University School of Architecture Top Ten Youth - 2021
  • 🏆 China Architecture Newcomer Competition TOP16 - 2021
  • 🏆 Tianjin University Sports Advanced Individual - 2020
  • 🏆 Outstanding Cadre of Tianjin University - 2020

Team Recognition

  • 🏆 Selected for NVIDIA Inception and MIT AI Venture Studio Programs (AlloTech, 2024)

Contact

Let’s connect and collaborate on AI‑driven design, human factors, and intelligent systems.

“Always open for collaborations that bridge data, design, and humanity.”
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