02 / Government
On-Premise Weather Sensing & Forecasting for a National Weather Office
We built the weather sensors and the forecasting AI for India's national weather office, and all of it runs on the department's own machines rather than a foreign cloud.
- Client
- Indian Meteorological Department (IMD), Govt. of India
- Stack & approach
- GovernmentML / Deep LearningTime SeriesIoT SensorsOn-Prem
The problem
National weather forecasting cannot depend on sending raw sensor telemetry to third-party clouds, and off-the-shelf global models do not resolve India-specific conditions well.
Solution & architecture
We delivered custom sensor hardware for environmental data capture and an ML forecasting stack (LSTM, GRU, Transformer ensembles) running on IMD infrastructure, with a real-time ingestion pipeline and multi-horizon forecasts at the departmental level.
Why it is built this way
Data stays departmental
Sensor telemetry never leaves IMD systems
India-tuned models
Trained on local conditions, not generic globals
Government-grade uptime
Reliability and accuracy to national standards
