I need a straightforward Android mobile app that delivers real-time colour-prediction signals to users. The build must be Android-only and keep the interface simple and user-friendly so even first-time users can open the app, see the next predicted colour, and act on it without any confusion. Core requirements • Primary screen shows the upcoming colour signal (e.g., big/ small) with time-stamp and confidence/accuracy percentage. • Push notifications trigger whenever a fresh signal is generated. • Basic history screen stores the last few signals for user reference. • Clean, well-commented source code plus an APK ready to install on devices running Android 10 or higher. Nice-to-have (not mandatory but appreciated) • Lightweight admin panel or JSON/API hook where I can tweak signal parameters without republishing the whole app. • In-app toggle for light/dark mode while keeping the layout simple. I will supply any proprietary algorithm or remote API that generates the colour data; your task is to integrate it smoothly, handle errors, and ensure the UI stays responsive. Once you finish, please share a short setup guide so I can compile, sign, and deploy future builds myself.