Think that you have two Riemannian metrics in a neighborhood of the origin in $\mathrm{T}_p$, the first is standard Euclidean and the second is induced by $\mathrm{exp}_p$ from $M$.
These two metrics coincide at the origin up to first order. It is sufficient to conclude that principle curvatures at the origin calculated in both metrics are the same.