We investigated the observational viability of an f(T) gravity model, defined by \(f(T) = T e^{\beta T_0/T}\) , as an alternative to the standard \(\Lambda \) CDM cosmology. A key theoretical advantage of this model is that its free parameter \(\beta \) is fully determined by the present-day cosmological density parameters via the Lambert \(\mathcal {W}\) function, thereby introducing no additional degrees of freedom relative to \(\Lambda \) CDM. The model was constrained using baryon acoustic oscillation measurements from DESI DR2, combined with four Type Ia supernova compilations: PantheonPlus (PP), PantheonPlus+SH0ES (PPS), Union 3.0, and DESY5. Our analysis demonstrates that the f(T) model consistently produces elevated values of the Hubble constant \(H_0\) in comparison to \(\Lambda \) CDM across all dataset combinations. Specifically, the DESI-DR2+PPS combination yields \(H_0 = 73.39 \pm 0.50\) km/s/Mpc within the f(T) framework, diminishing the \(H_0\) tension, as inferred from late-time observations, from approximately \((2.77\sigma )\) in \(\Lambda \) CDM to about \((0.30\sigma )\) . Crucially, this alleviation is robust across all dataset combinations, including SH0ES-independent datasets: PP ( \(0.79\sigma \) ), Union3 ( \(0.90\sigma \) ), and DESY5 ( \(0.69\sigma \) ), confirming that the result is not driven by SH0ES calibration bias. The \(\chi ^2_{min}\) values for both models were similar across all the datasets. These results demonstrate that the exponential infrared f(T) model fits the current observational data as well as \(\Lambda \) CDM, while significantly alleviating the \(H_0\) tension within the late-time observational framework.