Build
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©2023
CA, USA
Life learner and self-motivated engineer who designs algorithms and builds problem-oriented solutions to uncover and meet user needs in the real world.
Key domains: Deep Learning, Software Engineering, Data, Robots, Augmented Reality, Design to Fabrication Strategy, etc.
A New iPhone RGB+Depth 3D Dataset for Object Tracking and Reconstruction in AR Scenario
AI FABarxiv:
github:
my role:
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tools: ARKit, PyTorch
GAN-Pose: Placeholder
AI FABOngoing
Image-text Retrieval
AI FABOngoing
3D Building Archetype Generation with VQAE for Urban Building Energy Modeling
AI FABOngoing
Attend to Urban Travel Demand in the View of Built Environment
AI FABarxiv:
github:
my role:
keywords:
tools: ARKit, PyTorch
INSOME
AI FABmy role:
keywords:
tools: ARKit, PyTorch
category: to C, from Zero to One
Adversarial Generation of City Sense Map
AI FABgithub:
my role:
keywords:
tools: ARKit, PyTorch
XR Working Experience Creator with Spatial Audio
AI FABdevpost:
my role:
keywords:
tools: ARKit, PyTorch
Sustainability Analyser:
AI FABmy role:
keywords:
tools: ARKit, PyTorch
Jieyuan Shrine: A Robotic Weaving System for Modular Architecture Construction
AI FABpress:
my role:
keywords:
tools: ARKit, PyTorch
Mass Customization: A Hybrid Formwork Method using 3D Clay Printing and Robotic Hot-wire cutting
AI FABarxiv:
github:
my role:
keywords:
tools: ARKit, PyTorch
Emerging
AI FABmy role:
keywords:
tools: ARKit, PyTorch
Construction of Automatic UAV: A Design-Build Workflow
AI FABmy role:
keywords:
tools: ARKit, PyTorch
Self-supervised 3D Printing with LSTM
AI FABgithub:
my role:
keywords:
tools: ARKit, PyTorch
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Project
Project
<Waiting>Travel Demand & Built Environment:
AI FABML Engineering
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Project
Project
XR Working Environment Editor: MIT Reality HACK 2023 Winner
AI FABAR & Andriod Dev
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Project
Project
INSOME Cloud:
AI FABAndriod Dev
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Project
Project
Generative Adversarial City Sense Generation
AI FABWeb Dev
Award & Publications
Curriculum Vitae
Computer Vision Researcher
@FHL Vive Center, OpenARK
Focus on Object Pose Estimation in AR Scenario.
DATASET
>> Contributed to Digital Twin Tracking Dataset (DTTD v1.0).
>> Co-first Authored the DTTD v1.1 based on iPhone LiDAR camera and ARKit, in submission to WACV.
ALGORITHM
>> Led the design and training strategy of our coarse estimator for 6-Dof object tracking pipeline.
>> Achieved SOTA (ADDS 95.32% only coarse estimation result without refiner) accuracy on YCBV-Dataset using Transformer-based dual-encoder structure.
>> Contributed to Digital Twin Tracking Dataset (DTTD v1.0).
>> Co-first Authored the DTTD v1.1 based on iPhone LiDAR camera and ARKit, in submission to WACV.
ALGORITHM
>> Led the design and training strategy of our coarse estimator for 6-Dof object tracking pipeline.
>> Achieved SOTA (ADDS 95.32% only coarse estimation result without refiner) accuracy on YCBV-Dataset using Transformer-based dual-encoder structure.
02/2023
01/2023
Backend Developer &Track Winner @Spatial Audio Prize, Sponsored by Dolby.io, MIT Reality Hack 2023
Supervised by Prof. Allen Y. and worked closely with other MEng Students: Weiyu F. Seth Z. Chuanyu P. Tianjian X. Keling Y. Cui H.
Current
09/2022
Software Engineer, Backend
@INSOME Cloud
Focus on Mass Customization &Industrialization in Architectural Scenario.
APPLICATION
>> Developed a building customization and management system built on Android from 0 to 1.
>> Tools: Unreal Engine 4, Java Spring, GraphQL, Redis, Tencent Cloud, Nginx, Django 3 (Agile Prototyping), Android, MySQL
>> Developed a building customization and management system built on Android from 0 to 1.
>> Tools: Unreal Engine 4, Java Spring, GraphQL, Redis, Tencent Cloud, Nginx, Django 3 (Agile Prototyping), Android, MySQL
04/2022
06/2021
Software Engineer, Project Lead
@Hezhu Digital Tech
Focus on Building Energy Consumption Management &Optimization.
APPLICATION
>> Led and prototyped a cost management and sustainability scoring system from 0 to 1, and generalized it into launched urban planning projects.
>> Tools: Java Spring, React.js, Redux, Redis, Tencent Cloud, Nginx, Django REST Framework (Agile Prototyping), MySQL
>> Led and prototyped a cost management and sustainability scoring system from 0 to 1, and generalized it into launched urban planning projects.
>> Tools: Java Spring, React.js, Redux, Redis, Tencent Cloud, Nginx, Django REST Framework (Agile Prototyping), MySQL
06/2021
01/2021
Data Analyst @1DesignLab
Focus on Data-driven Urban Study.
03/2020
12/2019
Contract Student Design Consultant @Cainiao Network, Alibaba Group
MAIN CONTRIBUTION
>> Conducted over 85-page policy study report on logistics network business based on 15-minute city accessibility, community commerce, and revitalization of aging neighborhoods.
Worked closely with Kaihang L. Weishun X. Zhiyuan X. Yunpeng W.
>> Conducted over 85-page policy study report on logistics network business based on 15-minute city accessibility, community commerce, and revitalization of aging neighborhoods.
Worked closely with Kaihang L. Weishun X. Zhiyuan X. Yunpeng W.
06/2020
10/2019
Data Analyst Intern
MAIN CONTRIBUTION
>> Conducted over 85-page policy study report on logistics network business based on 15-minute city accessibility, community commerce, and revitalization of aging neighborhoods.
Worked closely with Weishun X.
>> Conducted over 85-page policy study report on logistics network business based on 15-minute city accessibility, community commerce, and revitalization of aging neighborhoods.
Worked closely with Weishun X.
12/2020
10/2019
Robotics Engineer Intern
@RoboticPlus.AI
Focus on Robotic Fabrication &Motion Planning.
ACHIEVEMENT
>> Co-designed and achieved the China's first all-carbon fiber pavilion.
>>
ALGORITHM
>> Planned and programmed robotic weaving path.
Worked closely with Tim L. Zee L. Yuhong H. Peiyi H.
>> Co-designed and achieved the China's first all-carbon fiber pavilion.
>>
ALGORITHM
>> Planned and programmed robotic weaving path.
Worked closely with Tim L. Zee L. Yuhong H. Peiyi H.
06/2019
03/2019
Undergrad Teaching Assistant @ZJUxRoboticsPlus Joint-course
Worked closely with Hao M. Zee L. Peiyi H.
06/2019
01/2019
Architectural Intern
@Architectural Design &Research Institute of Zhejiang University Co. Ltd.
Focus on Parametric 3D Modeling &Building Information Management.
MAIN CONTRIBUTION
>> Co-designed and achieved the China's first all-carbon fiber pavilion.
>>
Worked closely with Zhiwei W.
>> Co-designed and achieved the China's first all-carbon fiber pavilion.
>>
Worked closely with Zhiwei W.
06/2018
01/2018
Current
08/2022
Master of Design, Human-AI Interation
@University of California at Berkeley
Focus on Vision &Language, Multi-modality Learning.
GPA: 4.0 (CS-related) /4.0
COMPSCI 294-248 Database Foundation (Ongoing)
COMPSCI 288 Neural Language Processing (Ongoing)
COMPSCI 282 Design Deep Neural Net
COMPSCI 280 Computer Vision
COMPSCI 294-137 Immersive Computing (Audit)
COMPSCI 294-026 Computational Photography
COMPSCI 294-248 Database Foundation (Ongoing)
COMPSCI 288 Neural Language Processing (Ongoing)
COMPSCI 282 Design Deep Neural Net
COMPSCI 280 Computer Vision
COMPSCI 294-137 Immersive Computing (Audit)
COMPSCI 294-026 Computational Photography
08/2023
05/2023
XRLab Student Club @CED
ALGORITHM
>> Co-first authored an VQAE-based method for residential buildings' latent embedding and clustering.
>> Reduced the computation time by 133.7 times for urban residential energy consumption estimation.
Worked closely with Phd. Xinwei Z.
>> Co-first authored an VQAE-based method for residential buildings' latent embedding and clustering.
>> Reduced the computation time by 133.7 times for urban residential energy consumption estimation.
Worked closely with Phd. Xinwei Z.
MDes Distinguished Scholar Award
08/2022
01/2021
Research Assistant, Project Lead
@Shanghai Jiao Tong University
Focus on Machine Learning &Data-driven Urban Study.
ALGORITHM
>> First-authored an attention-based method for travel demand time-serials prediction from the perspective of built environment.
APPLICATION
>> Designed and implemented an urban sense mapping system based on adversarial generation algorithms from 0 to 1.
>> Shorten the average urban quantitative survey cost from 3 days to within 3 seconds per person among over 100 designers.
>> Tools: Django, React.js, PyTorch, Tencent Cloud, Nginx, uWSGI, MySQL.
>> First-authored an attention-based method for travel demand time-serials prediction from the perspective of built environment.
APPLICATION
>> Designed and implemented an urban sense mapping system based on adversarial generation algorithms from 0 to 1.
>> Shorten the average urban quantitative survey cost from 3 days to within 3 seconds per person among over 100 designers.
>> Tools: Django, React.js, PyTorch, Tencent Cloud, Nginx, uWSGI, MySQL.
07/2021
06/2021
Assistant Data Science Instructor @DigitalFUTURES World 2021, Tongji University
Worked closely with Prof. Hao Z. who currently serves in City University of Hong Kong, @Architectural Intelligence Group.
06/2020
08/2015
Bachelor of Engineering, Architecture
@Zhejiang University
Focus on Robotic Fabrication, Mass Customization, &Computational Design
GPA: 3.6 (Overall) /4.0
Selected Course: Application of Wireless Network, Image Analysis and Processing, Fundamentals of Computer Science, C Programming, Architectural Robotics, Computer Aided Design, Parametric Design, Architectural Physics, Architectural Design, Engineering Economy, Building Codes.
Selected Course: Application of Wireless Network, Image Analysis and Processing, Fundamentals of Computer Science, C Programming, Architectural Robotics, Computer Aided Design, Parametric Design, Architectural Physics, Architectural Design, Engineering Economy, Building Codes.
06/2020
03/2019
Project Lead Researcher And Teaching Assistant
COURSE NAME
>> 1) Architectural Robotics
>> 2) Computational Design &Robotic Fabrication
PUBLICATION
Worked closely with Weishun X.
>> 1) Architectural Robotics
>> 2) Computational Design &Robotic Fabrication
PUBLICATION
Worked closely with Weishun X.
08/2023
05/2023
Parametric Design Summer School @Tsinghua University
ALGORITHM
>>
Worked closely with Prof. Dan L.
>>
Worked closely with Prof. Dan L.
08/2023
05/2023
Freelance Student Mechanical Engineer @DigitalFUTURES 2019, Tongji University
MAIN CONTRIBUTION
>>
Supervised by Prof. Xiang W. Zhe G.
>>
Supervised by Prof. Xiang W. Zhe G.
08/2023
05/2023
Student Researcher, Project Lead @Student Research Training Project
ALGORITHM
>> Achieved rapid identification and generation of convex hulls for rural settlements by designing and developing Rhino3D plug-in.
>> Achieved excellence award (top 10%) in SRTP.
Supervised by Prof. Xincheng P.
>> Achieved rapid identification and generation of convex hulls for rural settlements by designing and developing Rhino3D plug-in.
>> Achieved excellence award (top 10%) in SRTP.
Supervised by Prof. Xincheng P.
ZJU Merit-based Scholarship
12/2016
08/2015
Sophomore @School of Materials Science and Engineering, ZJU
GPA: 3.99 (Math-related) /4.0
Selected Course: Calculus I, Calculus II, Calculus III, Linear Algebra, Ordinary Differential Equations, Inorganic &Analytical Chemistry, University Physics A, Descriptive Geometry, Engineering Graphics.
Selected Course: Calculus I, Calculus II, Calculus III, Linear Algebra, Ordinary Differential Equations, Inorganic &Analytical Chemistry, University Physics A, Descriptive Geometry, Engineering Graphics.
17
Years on Market
431+
Project Done
36
Team Members
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