  This work addresses a procedure to estimate fundamental stellar parameters
such as T eff , logg, [Fe/H], and v sin i using a dimensionality reduction
technique called Principal Component Analysis (PCA), applied to a large
database of synthetic spectra. This technique shows promising results for
inverting stellar parameters of observed targets from Gaia ESO Survey.
