The actor – who plays Ross Barton in the ITV soap – won three individual gongs at the glitzy ceremony, and saw Emmerdale crowned 'Best Soap' of the year!
Michael picked up 'Best Actor', 'Best Bad Boy' and 'Sexiest Male' at the ceremony, which took place at London's DSTRKT club on Monday evening (5 October).
He later tweeted: "Thank you to everyone who voted. I've been chasing the best actor nod since I arrived so thank you for helping me achieve that goal.
"Thank you to my fellow cast and crew, make-up, costume, press, media. All of you."
Michael was inundated with congratulatory messages from viewers, who said he more than deserved to take home the trio of prizes, as voted for by Inside Soap magazine readers.
You well and truly deserved those Awards. I am so proud to be a Fan of You. Have a fantastic day Mike xxx @MikeParrActor— Jean Kelly (@MissJean_Kelly) October 6, 2015
@MikeParrActor well done Mike. Always nice when talent and dedication such as yours gets recognised and rewarded. You deserve it. x— Mandy (@RocketQueen39) October 6, 2015
@MikeParrActor Congrats!. I tweeted yesterday if you will be ordering a new display cabinet for all them trophies? Perhaps a trophy room?— Iris (@irisnsc) October 6, 2015
@MikeParrActor totally deserved ! Acting been top class x— Rachel_rixton_x (@rachel1669) October 6, 2015