Project Hail Mary by Andy Weir

2021 science fiction novel by Andy Weir about Ryland Grace, an amnesiac astronaut who wakes up alone on a spaceship with a mission to save Earth from an extinction-level threat, discovering he must solve a complex scientific mystery with the help of an unexpected alien ally