Data system design and optimization

Data analysis plans tailored to community or organizational needs

Air quality trend analysis, indicator development and tracking

AQI interpretation, wildfire smoke and episodic event analysis

Policy-relevant interpretation of PM2.5, ozone, and other pollutants

Climate-informed air quality insights (heat, smoke, co-pollutant patterns)

Story-driven reports translating complex data into clear insights

Design of dashboards, data portals, and public-facing visualizations

Automated reporting tools for regulatory or community use

UI/UX guidance for scientific communication products

Support for AQI, sensor display logic, and scientific integrity reviews

Sensor siting strategy and network optimization

Evaluation of sensor data quality, comparability, and use cases

Development of community monitoring strategies and training materials

Support for exploratory projects that require expert guidance

Bridging research partners, universities, and community groups