Arabian Sea SST forecasting: LSTM, N-BEATS, Moirai (55M fine-tuned) + novel 4-Stage Post-Processing Pipeline. RMSE 0.108C. INCOIS.
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Updated
Jul 22, 2026
Arabian Sea SST forecasting: LSTM, N-BEATS, Moirai (55M fine-tuned) + novel 4-Stage Post-Processing Pipeline. RMSE 0.108C. INCOIS.
🌊 Fisherman OS — The intelligence layer between the ocean and India's 4M artisanal fishermen, delivered natively on WhatsApp. Features 1x1km ISRO/INCOIS weather forecasts, AI fish migration advice, real-time landing center prices, and an SOS distress beacon.
Personal developer portfolio of Dhanush Ginkala — Deep Learning & Full-Stack Engineer. Featuring INCOIS SST forecasting research and production web systems.
SST 7-day forecasting over Arabian Sea using ConvLSTM, Amazon Chronos (200M), IBM Granite TSFM. RMSE 0.1196C. INCOIS Research.
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