  In this short talk, we present a renormalizable model that can i) generate
neutrino masses via a low-scale seesaw mechanism and ii) solve the
long-standing $(g-2)_\mu$ and the more recent CDF II $M_W$-anomalies. This is
minimally achieved by introducing two sterile neutrinos and a single
electroweak-doublet vector-like lepton, with masses $< 2$ TeV. We focus on the
one-generation scenario and the requirements to extend it to three generations.
