raspberry pi wifi/video developer. Pi Zero 2W
Budget: $3,000 – $5,000 USD
Start out proving a simple WiFi host to video and USB (UVC) out. Advance to command control via rudimentary GUI and button IO. Finish by porting to Ethernet capable Pi and building in VoIP on OnVIF stack.