Even after changing values on php.ini i had to set/tweak this on nginx domain configurations.

/etc/nginx/conf.d/ domain .tld .com

fastcgi_connect_timeout 2200s;
fastcgi_send_timeout 2200s;
fastcgi_read_timeout 2200s;