Led or contributed to multiple key projects and grants:
— 'Enhancing Data-Driven Science for Water Treatment Pilot Systems with Semantic Metadata Management', funded by the National Alliance for Water Innovation (NAWI);
— Developed BuildingMOTIF, an open-source SDK for building metadata model creation, storage, visualization, and validation;
— Contributed to the ASHRAE 223P semantic metadata standard for buildings;
— Core contributor to the Brick Ontology, an open-source ontology for smart building applications;
— Created Mortar, a platform for self-adapting building analytics enabling 'write once, run anywhere' across buildings;
— Previously led DOE-funded project 'Skewering the Silos' (DE-EE0008681) to enhance Brick’s interoperability with Haystack, gbXML, Modelica, etc.;
— Team paper 'Towards Zero-shot Question Answering in CPS-IoT: Large Language Models and Knowledge Graphs' won Best Paper Award at FMSys 2025 (May 2025);
— Serving as Vice General Chair and Industrial Relations Chair for BuildSys 2025;
— Participated in IEA Annex 81 on data-driven smart buildings, concluded in June 2025.