His film 'π' (1998) centers on a mathematician's obsessive search for patterns in numbers and the universe, exploring mathematics as both enlightenment and madness.

His films consistently employ complex mathematical structures, temporal paradoxes, and geometric precision to construct intricate narratives in works like 'Memento,' 'Inception,' and 'Interstellar.'