Arduino Uno + Bluetooth Connectivity Issue

Using Arduino Project Guidance
3 
 if( value == 'H' )               // if 'H' was received
  {
    digitalWrite(ledpin, LOW);     // turn ON the LED
  } else {

You are doing the pin LOW where you want to turn the LED on that's why!