I can see mainly two problems in your code:
- It lacks a loop to repeat asking for age again. There can be many ways (for,while,do-while) to write a loop but I finddo-whilemost appropriate for such a case as it always executes the statements within thedoblock at least once.
- ageis of type,- intand therefore it can not be compared with a string e.g. your code,- age.equals("q")is not correct. A good way to handle such a situation is to get the input into a variable of type,- Stringand check the value if it should allow/disallow processing it (e.g. trying to parse it into an- int).
Note that when you try to parse a string which can not be parsed into an int (e.g. "a"), you get a NumberFormatException which you need to handle (e.g. show an error message, change some state etc.).
import java.util.Scanner;
public class Main {
    public static void main(String[] args) {
        int age;
        String input;
        Scanner scan = new Scanner(System.in);
        boolean valid;
        do {
            // Start with the assumption that input will be valid
            valid = true;
            System.out.print("Enter your age, or enter 'q' to quit the program: ");
            input = scan.nextLine();
            if (!(input.equals("q") || input.equals("Q"))) {
                try {
                    // Try to parse input into an int
                    age = Integer.parseInt(input);
                    System.out.println("Your age is " + age);
                } catch (NumberFormatException e) {
                    System.out.println("Invalid input");
                    // Change the value of valid to false
                    valid = false;
                }
            }
        } while (!valid || !(input.equals("q") || input.equals("Q")));
    }
}
A sample run:
Enter your age, or enter 'q' to quit the program: a
Invalid input
Enter your age, or enter 'q' to quit the program: 12.5
Invalid input
Enter your age, or enter 'q' to quit the program: 14
Your age is 14
Enter your age, or enter 'q' to quit the program: 56
Your age is 56
Enter your age, or enter 'q' to quit the program: q