I would suggest using either an Arduino w/ BLE shield or a raspberry pi pico w. Both platforms have great SDKs and a lot of online support/community. Raspberry Pi pico supports circuitpython if that is the route you want to go (i.e. if you are more familiar with python). But most embedded software is written in C/C++.