Can I optimize my SEO by myself without the help of a SEO specialist ?

This is definitely possible.

Many webmasters or bloggers are more efficient than some SEOs…

However, if you think you have enough acknowledgement, be aware that it can take a lot of time and therefore, a lot of money.