scale.bythebay.io: Keita Broadwater, IoT, Wavelets and Machine Learning in the Smart Home

ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Scale By the Bay 2019 is held on November 13-15 in sunny Oakland, California, on the shores of Lake Merritt: https://scale.bythebay.io. Join us! ----- The smart home, driven by AI is a quickly developing sector. Security in the home is a hot sub-sector of the smart home. This talk will focus on a project that uses vibration sensors, wavelet transformations, and machine learning techniques to perform identification and intruder detection in the home. This talk will focus on: the sensor considerations and the HW stack, upgrading the project from a python to a spark stack, and an examination of the data from raw input through the wavelet transformations. A live demo will be given, showing live predictions of this system.