Active GlucoPred
Forecasting blood glucose 15-60 minutes ahead for Type 1 Diabetes, trained on ~2.5 years of my child's CGM and insulin-pump data. An automated pipeline feeds a 45-column feature matrix; an LSTM beats classical baselines (1.28 mmol/L RMSE at +30 min), with Clarke Error Grid analysis showing where accuracy and clinical safety diverge.