Giorgi was born in Balvanera, Buenos Aires, in 1959 and graduated with honors from the Pontifical Catholic University of Argentina with a degree in Economics, later publishing numerous academic articles in her specialty.

She entered the world of high finance as an arbitrageuse and, in 1989, co-founded Alpha Economic Studies, a financial consulting firm contracted by then-Argentine Central Bank President Javier González Fraga, a prominent conservative figure.

[2] Giorgi left Alpha Economic Studies in 1999 to accept a prominent post as Secretary of Commerce (a sub-Cabinet-level position) at the hand of newly elected President Fernando de la Rúa's first Economy Minister, José Luis Machinea.

Following President Fernando de la Rúa's resignation in December 2001, she returned to Alpha, whereby she was invited as Director of the International Negotiation Center of the Argentine Industrial Union (UIA), Argentina's leading manufacturers' lobby.

[3][4] The 2008 Argentine government conflict with the agricultural sector helped lead to the reinauguration of the Production Ministry at the urging of UIA President José Ignacio de Mendiguren.