Guanming Liang is a PhD student from Department of Applied Mathematics and Theoretical Physics at University of Cambridge working on CMB secondaries (kSZ, lensing) and using CMB x LSS to constrain primordial non-Gaussianity. He has continuing interest in novel dark matter and dark energy candidate theories, and is widely concerned with employing observational probes of cosmology to constrain various aspects of the early universe.