In this paper, we establish the existence of time quasi-periodic solutions to generalized surface quasi-geostrophic equation (gSQG)α in the patch form close to Rankine vortices. We show that invariant tori survive when the order α of the singular operator belongs to a Cantor set contained in (0, 1 2 ) with almost full Lebesgue measure. The proof is based on several techniques from KAM theory, pseudo-differential calculus together with Nash-Moser scheme in the spirit of the recent works [5,10]. One key novelty here is a refined Egorov type theorem established through a new approach based on the kernel dynamics together with some hidden Töpliz structures. 8.3.1. Tame estimates of the iterated commutators 8.3.2. Iterated kernel estimates 8.3.3. Iterated Töplitz matrix operators 9. Reducibility of the linearized operator 9.1. Structure on the normal direction 9.2. Asymptotic structure 9.3. Reduction of the transport part 9.3.1. Transport equation with constant coefficients 9.3.2. Straightening of the transport equation 9.4. First conjugation of the linearized operator 9.5. Reduction of the nonlocal part 9.6. Complete reduction up to small errors 9.6.1. Frequency localization of operators 9.6.2. Localization on the normal direction 9.6.3. KAM reduction of the remainder term 9.6.4. Approximate inverse in the normal direction 10. Proof of the main result 10.1. Nash-Moser scheme 10.2. Final Cantor set estimates Appendix A.