Work Experience

  • Global Environmental Technologies Inc. (Sanken Setsubi Kogyo Co., LTD. U.S. Subsidiary) (2023 – Current)
    • Environmental Technology Senior Researcher
    • Research on Radiant Heating and Cooling Panel Technology
    • Involve in Building Construction Authority of Singapore Radiant Panel Demonstration Space Project
  • Princeton University, Andlinger Center for Energy and Environment (2018 – Current)
    • Visiting Research Scholar (2023-Current)
    • Associate Research Scholar (2020-2023)
    • Distinguish Postdoctoral Fellow with Dr Forrest Meggers (2018-2020)
    • Research on Design Prototyping with Advanced Digital Technologies for the Built Environment
  • University of Pennsylvania, Weitzman School of Design (2020)
    • Visiting Scholar
    • Research on the use of Geographic Information System (GIS) in the design process
    • Involve in design studio, ‘Bioclimatic Studio 2020: Climate-Adaptive Design for the Data Center of the Future’
  • National University of Singapore, Department of Architecture (2018)
    • Research Fellow with Dr Patrick Janssen
    • Involve in “Parametric Urban Modeling Research Phase 2” and “Computational Thinking: Automated Formative Assessment of Parametric Modeling Assignments” projects
  • Singapore-MIT Alliance for Research and Technology (SMART) – Center for Modeling and Environmental Sensing (CENSAM) (2015 – 2018)
    • Postdoctoral associate with Dr Leslie Norford
    • Developed a design workflow with accompanying tools for the optimization of urban design in the early design stages
  • National University of Singapore, Department of Architecture (2017)
    • Adjunct Lecturer
    • Developed “spatial computational thinking” course with Dr Patrick Janssen
  • Singapore Polytechnic, Department of Architecture (2017)
    • Adjunct Lecturer
    • Developed a prototype tool for teaching design optimization in a studio environment

Education

  • Future Cities Laboratory, Singapore-ETH Centre, Department of Architecture, ETH Zurich (2011 – 2015)
    • PhD research with Dr. Arno Schlueter and Dr. Patrick Janssen
    • Dissertation: “Architectural Design Exploration of Low-Exergy (LowEx) Buildings in the Tropics” supervised by Dr. Arno Schlueter and Dr. Patrick Janssen
    • Project 1: BubbleZERO Laboratory of the Low Exergy Module to experiment with novel systems for cooling, dehumidification and ventilation for the tropical climate
    • Project 2: 3for2-Beyond Efficiency: propose to build 3 floors within the space of 2 through systems integration, hence 3for2, by eliminating the excesses, while achieving 2x performance.
  • National University of Singapore, Department of Architecture (2009 – 2010)
    • M (Arch) – Specialization in Design Technology and Sustainability
    • Dissertation: “The Design of Naturally Ventilated Atrium Space using Multi-Zone Airflow Simulation: The Architectural Implication on the Schematic Stage of the Design Process” supervised by Dr. Patrick Janssen
  • National University of Singapore, Department of Architecture (2005-2009)
    • BA (Arch) (Hons)
    • Areas of concentration: sustainable design, computational design tools

Grants

  • Princeton University Andlinger Center for Energy and the Environment Fund for Energy Reserach with Corporate Partners (2023-2026) – Re2Rad: Research of Renewables-powered Radiant Systems demonstrating next generation control of comfort, air-quality and emissions – from lab to testbed to industry to campus, Industry Collaborator, USD 600, 000
  • Research Project with Housing Development Board of Singapore (2021-2023) – Optimization Algorithm for Rapid Sustainable Planning and Design, Collaborator, USD 250, 000 (SGD 349,200)
  • Distinguished Postdoctoral Fellowship, Andlinger Center for Energy and the Environment (2018-2020), USD 130, 000
  • SMART-CENSAM Research Initiative (2017-2018) – Processing Terrestrial LiDAR Scanned Trees for Multi-Disciplinary Analysis, Principal Investigator, USD 5000 (SGD 7000)

Awards

  • CAADRIA Conference 2023, Best Paper Award – Runner Up, “Comparing Design Strategies: A System for Optimization-based Design Exploration” (2023)
  • The Journal of Digital Landscape Architecture award 2020 on Scientific Merit, “Modelling the Built Environment in 3D to Visualize Data from Different Disciplines: The Princeton University Campus” (2020)
  • CAADRIA Conference 2020, Best Paper Award – Runner Up, “Enabling Optimisation-Based Exploration for Building Massing Design - A Coding-free Evolutionary Building Massing Design Toolkit in Rhino-Grasshopper” (2020)
  • Student Poster Competition – 4th Holcim Forum 3rd Prize “Beyond Efficiency” (2013)
  • Young CAARDRIA Award 2013 “A Design Method for Multi-Criteria Optimisation of Low Exergy Architecture” (2013)

Skills

City & Building Information Modeling

  • Data Schema
    • Industry Foundation Class (IFC) – Open data standard for Building Information Modeling.
    • CityGML/ CityJSON – Open data standard for City Information Modeling.
    • Shapefiles – Geospatial vector data format for GIS.
    • Geojson – JSON geospatial vector data format.
    • GIS Raster format (e.g. geotiff) – Geospatial raster data format.
    • 3Dtiles – Open data standard for visualizing 3D city model on the web.
  • Software
    • QGIS – Open source GIS software.
    • FreeCAD – Open source 3D parametric modeling tool.
    • Blender3D – Open source 3D modeling tool.
    • Sketchup – 3D modeling tool.
    • Rhinoceros3D & Grasshopper – 3D NURBS modeling tool.
  • Databases
    • FROST-Server – A server implementation of the OGC SensorThings API.
    • 3DCityDB – 3D city database to store 3D city models.
      • BIMServer – Building Information Modeling Database
  • IoT Hardware
    • Particle.io – Internet of Things (IoT) devices for distributed environmental sensing.
    • HUZZAH32 – Espressif32 microprocessor for setting up IoT development.
    • SHT31 – Temperature and humidity sensor for IoT development.
    • Telaire T6713 – CO2 sensor for IoT development.
    • Sensirion SCD30 – CO2, temperature and humidity sensor for IoT development.
    • Ultrasonice Distance Sensor RCWL-1601 – Distance sensor for IoT development.
    • Amphenol GE2102 Thermistor – Sensor for air and surface temperatures for IoT development.
    • Digiten Flow Sensor FL408 – Flow sensor for IoT development.
    • MLX90614 – Infrared surface temperature sensor for IoT development.
    • TS2591 – Lighting (lux) sensor for IoT development.
    • Modern Device Wind Sensor Rev P – Air velocity sensor for IoT development.
    • Fluxteq Heatflux Sensor – Heatflux sensor for IoT development.

Building Performance Simulations

  • OpenStudio – whole building energy modeling using EnergyPlus and Radiance for daylight analysis.
  • Radiance/DAYSIM – Solar simulation for predicting solar irradiation measurements.
  • EnergyPlus – Building energy modeling software for predicting energy consumption.

Programming languages

  • Python
    • Numpy – Numerical computing library.
    • Matplotlib – Graphing library.
    • Pyqtgraph – GUI library for rapid prototyping of scientific apps.
    • Django – Python framework for web development.
  • Javascript
    • CesiumJS
  • Docker Container