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 ↗