diff --git a/src/main/java/com/thealgorithms/stacks/InfixToPostfix.java b/src/main/java/com/thealgorithms/stacks/InfixToPostfix.java
index 33611bd73dba..77ca3e70849f 100644
--- a/src/main/java/com/thealgorithms/stacks/InfixToPostfix.java
+++ b/src/main/java/com/thealgorithms/stacks/InfixToPostfix.java
@@ -4,54 +4,96 @@
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
+/**
+ * Utility class for converting an infix arithmetic expression
+ * into its equivalent postfix (Reverse Polish Notation) form.
+ * <p>
+ * This class provides a static method to perform the conversion,
+ * validating balanced brackets before processing.
+ * </p>
+ */
 public final class InfixToPostfix {
+
     private InfixToPostfix() {
     }
 
-    public static String infix2PostFix(String infixExpression) throws Exception {
+    /**
+     * Converts a given infix expression string to a postfix expression string.
+     * <p>
+     * The method first checks if the brackets in the input expression are balanced
+     * by calling {@code BalancedBrackets.isBalanced} on the filtered brackets.
+     * If the brackets are not balanced, it throws an IllegalArgumentException.
+     * </p>
+     * <p>
+     * Supported operators are: {@code +, -, *, /, ^}
+     * and operands can be letters or digits.
+     * </p>
+     *
+     * @param infixExpression the arithmetic expression in infix notation
+     * @return the equivalent postfix notation expression
+     * @throws IllegalArgumentException if the brackets in the expression are unbalanced
+     */
+    public static String infix2PostFix(String infixExpression) {
         if (!BalancedBrackets.isBalanced(filterBrackets(infixExpression))) {
-            throw new Exception("invalid expression");
+            throw new IllegalArgumentException("Invalid expression: unbalanced brackets.");
         }
+
         StringBuilder output = new StringBuilder();
-        Stack<Character> stack = new Stack<>();
-        for (char element : infixExpression.toCharArray()) {
-            if (Character.isLetterOrDigit(element)) {
-                output.append(element);
-            } else if (element == '(') {
-                stack.push(element);
-            } else if (element == ')') {
-                while (!stack.isEmpty() && stack.peek() != '(') {
-                    output.append(stack.pop());
+        Stack<Character> operatorStack = new Stack<>();
+
+        for (char token : infixExpression.toCharArray()) {
+            if (Character.isLetterOrDigit(token)) {
+                // Append operands (letters or digits) directly to output
+                output.append(token);
+            } else if (token == '(') {
+                // Push '(' to stack
+                operatorStack.push(token);
+            } else if (token == ')') {
+                // Pop and append until '(' is found
+                while (!operatorStack.isEmpty() && operatorStack.peek() != '(') {
+                    output.append(operatorStack.pop());
                 }
-                stack.pop();
+                operatorStack.pop(); // Remove '(' from stack
             } else {
-                while (!stack.isEmpty() && precedence(element) <= precedence(stack.peek())) {
-                    output.append(stack.pop());
+                // Pop operators with higher or equal precedence and append them
+                while (!operatorStack.isEmpty() && precedence(token) <= precedence(operatorStack.peek())) {
+                    output.append(operatorStack.pop());
                 }
-                stack.push(element);
+                operatorStack.push(token);
             }
         }
-        while (!stack.isEmpty()) {
-            output.append(stack.pop());
+
+        // Pop any remaining operators
+        while (!operatorStack.isEmpty()) {
+            output.append(operatorStack.pop());
         }
+
         return output.toString();
     }
 
+    /**
+     * Returns the precedence level of the given operator.
+     *
+     * @param operator the operator character (e.g., '+', '-', '*', '/', '^')
+     * @return the precedence value: higher means higher precedence,
+     *         or -1 if the character is not a recognized operator
+     */
     private static int precedence(char operator) {
-        switch (operator) {
-        case '+':
-        case '-':
-            return 0;
-        case '*':
-        case '/':
-            return 1;
-        case '^':
-            return 2;
-        default:
-            return -1;
-        }
+        return switch (operator) {
+            case '+', '-' -> 0;
+            case '*', '/' -> 1;
+            case '^' -> 2;
+            default -> -1;
+        };
     }
 
+    /**
+     * Extracts only the bracket characters from the input string.
+     * Supports parentheses (), curly braces {}, square brackets [], and angle brackets &lt;&gt;.
+     *
+     * @param input the original expression string
+     * @return a string containing only bracket characters from the input
+     */
     private static String filterBrackets(String input) {
         Pattern pattern = Pattern.compile("[^(){}\\[\\]<>]");
         Matcher matcher = pattern.matcher(input);
diff --git a/src/test/java/com/thealgorithms/stacks/InfixToPostfixTest.java b/src/test/java/com/thealgorithms/stacks/InfixToPostfixTest.java
index 02a08e393a00..bd63c1ac28f2 100644
--- a/src/test/java/com/thealgorithms/stacks/InfixToPostfixTest.java
+++ b/src/test/java/com/thealgorithms/stacks/InfixToPostfixTest.java
@@ -12,7 +12,7 @@ class InfixToPostfixTest {
 
     @ParameterizedTest
     @MethodSource("provideValidExpressions")
-    void testValidExpressions(String infix, String expectedPostfix) throws Exception {
+    void testValidExpressions(String infix, String expectedPostfix) {
         assertEquals(expectedPostfix, InfixToPostfix.infix2PostFix(infix));
     }
 
@@ -28,6 +28,6 @@ void testInvalidExpressions(String infix, String expectedMessage) {
     }
 
     private static Stream<Arguments> provideInvalidExpressions() {
-        return Stream.of(Arguments.of("((a+b)*c-d", "invalid expression"));
+        return Stream.of(Arguments.of("((a+b)*c-d", "Invalid expression: unbalanced brackets."));
     }
 }