Transforming Data for Air Quality Insights

Integrating diverse data sources for actionable environmental solutions.

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Data Integration Solutions

Aligning real-time sensor feeds and weather data.

Structured prompts for actionable air quality insights.

Fine-tuning AI for explainable outcomes.

Prompt Engineering
AI Fine-Tuning

Innovative Solutions for Air Quality

We integrate data sources and develop actionable insights for improving air quality through advanced AI techniques and prompt engineering.

A smartphone displays an application about air quality. The screen reads an 'Excessive' air quality level with an AQI of 167. There is a chart showing a forecast for daily average air quality levels. Below, there's an advertisement for an air quality tracker device by Plume Labs with a 'Discover' button.
A smartphone displays an application about air quality. The screen reads an 'Excessive' air quality level with an AQI of 167. There is a chart showing a forecast for daily average air quality levels. Below, there's an advertisement for an air quality tracker device by Plume Labs with a 'Discover' button.

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Proven Results

Air Quality Solutions

Integrating data for actionable insights in air quality management and environmental health.

A smartphone lying on a surface with its screen displaying an air quality monitoring app. The app shows various air quality measurements in detail, including PM10, PM2.5, PM1 levels, and temperature. It also indicates that the current air quality index (CAQI) is 73 with a status of 'average'.
A smartphone lying on a surface with its screen displaying an air quality monitoring app. The app shows various air quality measurements in detail, including PM10, PM2.5, PM1 levels, and temperature. It also indicates that the current air quality index (CAQI) is 73 with a status of 'average'.
Data Integration Services

Collect and align diverse environmental data sources for comprehensive analysis.

Prompt Engineering

Develop structured prompts for actionable insights in air quality contexts and decision-making.

Fine-Tuning Services

Enhance GPT-4 capabilities for explainable air quality analysis and recommendations.

Data Solutions

Integrating and labeling diverse environmental data for actionable insights.

A smartphone displaying the IQAir app with air quality index information. The screen shows data for Kabupaten Bogor, Beijing, and Seoul, with varying air quality levels categorized as 'Unhealthy' for Bogor and Beijing, and 'Good' for Seoul. Weather conditions for the upcoming days are also listed.
A smartphone displaying the IQAir app with air quality index information. The screen shows data for Kabupaten Bogor, Beijing, and Seoul, with varying air quality levels categorized as 'Unhealthy' for Bogor and Beijing, and 'Good' for Seoul. Weather conditions for the upcoming days are also listed.
Data Integration

Collecting and aligning heterogeneous environmental data sources effectively.

A smartphone displaying an air quality monitoring app interface in Indonesian, featuring an AQI reading of 159, which is labeled as unhealthy. The screen is divided into sections with different readings and options, and the phone is placed on a light grey surface.
A smartphone displaying an air quality monitoring app interface in Indonesian, featuring an AQI reading of 159, which is labeled as unhealthy. The screen is divided into sections with different readings and options, and the phone is placed on a light grey surface.
Prompt Engineering

Developing structured prompts for air quality analysis tasks.

A smartphone with a black case lies on a light-colored surface. The phone screen displays an air quality application with information about different locations. The top section shows the air quality in Caringin, West Java with 'Unhealthy' status and a temperature of 31.0°C. Below that, information for Paris, France shows a status of 'Very Unhealthy' with a temperature of 19.0°C. There is also an advertisement banner at the bottom of the screen.
A smartphone with a black case lies on a light-colored surface. The phone screen displays an air quality application with information about different locations. The top section shows the air quality in Caringin, West Java with 'Unhealthy' status and a temperature of 31.0°C. Below that, information for Paris, France shows a status of 'Very Unhealthy' with a temperature of 19.0°C. There is also an advertisement banner at the bottom of the screen.
A black and white image of a cityscape with industrial buildings. Smoke billows from several tall chimneys, indicating air pollution. The sky is filled with clouds that seem to blend with the smoke.
A black and white image of a cityscape with industrial buildings. Smoke billows from several tall chimneys, indicating air pollution. The sky is filled with clouds that seem to blend with the smoke.
Fine-Tuning

Enhancing GPT-4 for explainable air quality insights.

Action Plans

Recommending interventions based on air quality alerts.

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