  It is known that the recently reported shift of the W boson mass can be
easily explained by an $SU(2)_L$ triplet Higgs boson with a zero hypercharge if
it obtains a vacuum expectation value (VEV) of $O(1)$ GeV. Surprisingly, the
addition of a TeV scale complex triplet Higgs boson to the standard model (SM)
leads to a precise unification of the gauge couplings at around $10^{14}$ GeV.
We consider that it is a consequence of $SU(5)$ grand unification and show a
possible potential for the Higgs fields yielding a weak scale complex $SU(2)$
triplet scalar boson. Although it seems the proton decay constraint would doom
such a low-scale unification, we show that the constraint can be avoided by
introducing vector-like fermions which mix with the SM fermions through mass
terms involving the VEV of GUT breaking Higgs field. Importantly, the simplest
viable model only requires the addition of one pair of vector-like fermions
transforming ${\bf 10}$ and $\overline{\bf 10}$.
