AtmostAlert is a hackathon project that forecasts the long-term health impacts of air pollution using NASA TEMPO data + Elastic + a cloud-hosted app (FastAPI + Next.js).
- Ingests TEMPO, OpenAQ, and MERRA-2 pollution datasets
- Stores hourly pollutant exposures in Elasticsearch
- Visualizes trends + maps in Kibana
- Models long-term lung health outcomes ("Air Time Capsule")
- Cloud-hosted demo (Azure/Elastic)
data/ → CSV/JSON subsets of TEMPO data ingest/ → Scripts to load data into Elasticsearch backend/ → FastAPI backend frontend/ → Next.js frontend elastic/ → Mappings, bulk templates, queries notebooks/ → Jupyter notebooks for exploration