Some of my favs are the blockbusters that most would have seen (Tarantino, Fury Road, Hereditary, Kingsman, John Wick, Blade Runner, La La Land, etc.). But for some that might fall through the cracks, I would recommend catching up with:

Her (2013), dir. Spike Jonze
The Babadook (2014), dir. Jennifer Kent
Prisoners (2013), dir. Denis Villeneuve
I Saw the Devil (2010), dir. Kim Jee-woon
Life of Pi (2012), dir. Ang Lee
The Handmaiden (2016), dir. Park Chan-wook
The Gentlemen (2019), dir. Guy Ritchie
The Artist (2011), dir. Michel Hazanavicius
Silver Linings Playbook (2012), dir. David O. Russell
How to Train Your Dragon (2010), dir. Chris Sanders and Dean DeBlois
Horrible Bosses (2011), dir. Seth Gordon
Uncut Gems (2019), dir. Josh and Benny Safdie
Easy A (2010), dir. Will Gluck
A Girl at My Door (2014), dir. July Jung
13 Assassins (2010), dir. Takashi Miike