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AI & ML · Case study

Nirwana Grid

AI smart home IoT platform with ESP32 and MQTT; LSTM-based anomaly detection for energy optimization on AWS. Awarded UPITS Innovation Award by UP Government.

This case study is being written

The write-up — problem, architecture, model choices, evaluation, latency and cost, failure modes — is not published yet. Here are the links in the meantime.