Lin (Leo) Meng

Lin (Leo) Meng

Greater Sydney Area
1K followers 500+ connections

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About

I'm a believer in the data-driven paradigm in the age of AI.
I do some computational design (i.e. grasshoppery) stuff.
My research interest extends into Transit-oriented Development(TOD), urban scale data analytics and some fancy graph-based machine learning algorithms (someone may call it AI?).

P.S. My worldview: we are gradually moving from data-driven 1.0 to data-driven 2.0.
Data-driven 1.0: you make decisions based on information from single-shot data, e.g. a pie chart.
Data-driven 2.0: you make decisions based on predictability, enabled by ML models trained on massive datasets.
Data-driven 3.0: AI is so ubiquitous that you just ignore it. But how we perceive the world is fundamentally driven by how we produce, organise and consume data.

Activity

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Experience

  • HDR Graphic

    HDR

    Sydney, New South Wales, Australia

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    Sydney, New South Wales, Australia

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    Sydney, Australia

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    011/50 Stanley St, Darlinghurst

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    Kensington

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    North Sydney

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    Sydney, Australia

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Education

  • Graphic

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    I'm researching the use of graph neural networks (GNN) in making predictions to assist design decision-making related to Transit-oriented Development.

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    Activities and Societies: Cultural Mentor Program (senior mentor) Chinese Musician Society (vice president) Professional Development Program (intern)

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    Participant of International Engineering Education Exchange Program.

Volunteer Experience

  • Vice President

    UNSW Chinese Musician Society

    - 7 months

    Arts and Culture

  • Senior Cultural Mentor

    UNSW Student Development International

    - 1 year 5 months

Courses

  • Building Information Modelling

    CEE392

Projects

  • International BIM Comepition

    Merit Prize Winner
    A 4 day competition project that requires to deliver a student residence building containing 700 rooms.
    In this project we delivered:
    -energy consumption simulation
    -wind analysis
    -structural analysis
    -architectural IFC model
    -structural IFC model
    -MEP model
    -construction plan
    -cost analysis
    -construction simulation

    As the team leader, I was in charge of project coordination and technical support, I also delivered: energy…

    Merit Prize Winner
    A 4 day competition project that requires to deliver a student residence building containing 700 rooms.
    In this project we delivered:
    -energy consumption simulation
    -wind analysis
    -structural analysis
    -architectural IFC model
    -structural IFC model
    -MEP model
    -construction plan
    -cost analysis
    -construction simulation

    As the team leader, I was in charge of project coordination and technical support, I also delivered: energy simulation, wind analysis, structural analysis(partial), architectural model(partial), construction plan and cost analysis(partial).

    Other creators

  • Transportation Design Project

  • Thesis: Compliance Check with Building Information Model

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    In my thesis, I have demonstrated how BIM could be used for structural code compliance check.
    The thesis includes the following parts:
    Provide a general overview of Building Information Modelling in the building industry.
    Review existing code compliance works and their methodology.
    Propose new framework that is suitable for structural code check wiht BIM.
    Develop a prototype for testing.
    Discuss the feasibility and limitations of the proposed framework.

  • Building Information Modelling Project for Carson Gully, Madison

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Organizations

  • Engineer Australia

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    - Present

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