Hi Federica and a warm welcome!
As others already explained, this year everyone at the age of 18 or older who is new to Open Source development can participate in GSoC. You can find further links and infos in this topic: Blender has been accepted for GSoC 2022
Any particular area that you are interested to work on?
Best regards,
Thomas