Engineering

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Industry engineering profile

From building questions to working technical systems.

Sensing, simulation, controls, and decision-support systems developed around real building and occupant questions.

The approach

Requirements to verification.

The engineering portfolio develops and evaluates sensing, simulation, control, and decision-support workflows for buildings and occupants. The emphasis is end-to-end ownership: requirements, architecture, implementation, testing, results, and verification.

Methods and technical evidence ↗

Evidence at a glance

End-to-endwearable, edge, cloud, dashboard, and feedback integration
20,000+simulation records used in a neural-network surrogate
PTAC + VAVsystem sensitivity and optimization studies
Publishedparametric-to-control shading workflow

01 / Connected systems

Sensing, IoT, and data pipelines

Environmental sensors, Raspberry Pi, Pico W, MQTT, cellular and cloud routing, workflow automation, dashboards, surveys, and messaging.

Methods and technical evidence ↗

02 / Building performance

Energy, daylight, comfort, and HVAC

EnergyPlus, TRNSYS/TRNBUILD, Radiance, Ladybug/Honeybee, envelope analysis, daylight, glare, thermal comfort, and system comparison.

Methods and technical evidence ↗

03 / Computation

Parametric design and machine learning

Rhino/Grasshopper, multi-objective optimization, Python workflows, regression, neural networks, PCA, clustering, and surrogate modeling.

Methods and technical evidence ↗

04 / Verification

Testing, validation, and quality assurance

Traceable assumptions, sensitivity studies, held-out comparisons, field troubleshooting, QA, and reproducible reporting.

Methods and technical evidence ↗

Industry translation

System architecture. Performance evidence. Working prototypes.

Requirements, interfaces, component selection, sensitivity analysis, technical reporting, and coordination across engineers, researchers, and designers.

Data center engineering ↗

Explore the tools

Engineering Lab

Run thermal scenarios, inspect system pathways, compare simulation results, and explore decision frameworks.

Open the lab ↗

Flagship work

Five engineering case studies.

Connected sensing, adaptive facades, whole-building performance, HVAC sensitivity, and predictive modeling.

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Related work

Related engineering work adds integrated performance studies, field sensing, decision prototypes, healthcare systems, and adaptive reuse.

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