This paper addresses the regional boundary observability of linear time-fractional systems characterized by the Hilfer fractional derivative of order \(\alpha \in ]0,1[,\) with type \(0 \le \beta \le 1.\) The primary objective is to reconstruct the initial state of the system within a subregion \( \Gamma \) of the boundary \( \partial \Omega \) of the evolution domain \( \Omega \) . To achieve this, we establish the connection between regional boundary observability on \( \Gamma \) and regional observability in a suitable subregion \( \omega _\texttt{r} \subset \Omega \) , defined such that \( \Gamma \subset \partial \omega _\texttt{r} \) . This method enables the recovery of the initial state within the subregion \( \omega _\texttt{r} \) by utilizing an extended version of the Hilbert Uniqueness Method (HUM) tailored for fractional systems. Following this, the trace on \( \partial \omega _\texttt{r} \) is restricted to \( \Gamma \) , allowing the determination of the initial state on \( \Gamma \) . We also propose an algorithm to recover the initial state in \( \omega _\texttt{r} \) and ultimately on \( \Gamma \) , achieving a satisfactory reconstruction error. Notably, the reconstruction error associated with the initial state is remarkably low, affirming the efficacy of the approach employed in this investigation.