For those of you wondering, I have found the solution here: https://www.codediesel.com/php/accessing-amazon-product-advertising-api-in-php/
I was able to make it works on my project using Guzzle to process the request. I followed this Laracast video to implement it: https://laracasts.com/series/whatcha-working-on/episodes/7
Cheers