I'm looking for a font that have the same rounded design that Georgia Italic have, but in regular format. Georgia regular is very different from the italic format.
Do you mean an upright italic? Maybe something like Mendoza y Almeida's [[http://new.myfonts.com/fonts/neufville/sully-jonquieres-nd/|Sully Jonquieres]]?
Choose Georgia Italic and apply "Hebrew Italic" to it.