Real-time space weather analytics and telemetry dashboard powered by generative AI summarization for science education.
Space weather telemetry—such as geomagnetic storm indexes (Kp Index), solar flare flux (SFI), and Coronal Mass Ejection (CME) probabilities—is dense and difficult for high school students to interpret in raw data formats. The client required an intuitive, interactive dashboard that turns complex real-time satellite streams into actionable, educational insights.
Integrated live data ingestion from NOAA SWPC and NASA telemetry feeds, parsing high-frequency sensor readings into accessible, interactive data visualizers.
Implemented an automated LLM analyst pipeline that digests multi-source telemetry data every 30 minutes to output plain-English situational reports and activity summaries.
Designed dynamic charts and risk-level indicators (Kp 1–9) tailored for interactive classroom demonstrations, data exploration, and solar event forecasting.
Implemented server-side caching and streaming responses to ensure low-latency data rendering and minimal API overhead.
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