His research initiatives include edge analytics and machine learning for Industrial IoT deployments. Prior to this, Pradeep was working with Qualcomm Inc. on machine learning algorithms for Wi-Fi, which are currently in production on millions of Android-powered devices. He holds five patents and four publications in machine learning, big data, and IoT.