diff --git a/src/main/java/com/thealgorithms/stacks/NearestElement.java b/src/main/java/com/thealgorithms/stacks/NearestElement.java
new file mode 100644
index 000000000000..a4a0854840b8
--- /dev/null
+++ b/src/main/java/com/thealgorithms/stacks/NearestElement.java
@@ -0,0 +1,102 @@
+package com.thealgorithms.stacks;
+
+import java.util.Stack;
+
+/**
+ * Implements classic stack-based algorithms to find nearest elements.
+ *
+ * Algorithms included:
+ * 1. Nearest Greater to Right
+ * 2. Nearest Greater to Left
+ * 3. Nearest Smaller to Right
+ * 4. Nearest Smaller to Left
+ */
+public final class NearestElement {
+    // Private constructor to prevent instantiation
+    private NearestElement() {
+    }
+
+    /** Finds the nearest greater element to the right for each element in the array. */
+    public static int[] nearestGreaterToRight(int[] arr) {
+        if (arr == null) {
+            throw new IllegalArgumentException("Input array cannot be null");
+        }
+
+        int n = arr.length;
+        int[] result = new int[n];
+        Stack<Integer> stack = new Stack<>();
+
+        for (int i = n - 1; i >= 0; i--) {
+            while (!stack.isEmpty() && stack.peek() <= arr[i]) {
+                stack.pop();
+            }
+            result[i] = stack.isEmpty() ? -1 : stack.peek();
+            stack.push(arr[i]);
+        }
+
+        return result;
+    }
+
+    /** Finds the nearest greater element to the left for each element in the array. */
+    public static int[] nearestGreaterToLeft(int[] arr) {
+        if (arr == null) {
+            throw new IllegalArgumentException("Input array cannot be null");
+        }
+
+        int n = arr.length;
+        int[] result = new int[n];
+        Stack<Integer> stack = new Stack<>();
+
+        for (int i = 0; i < n; i++) {
+            while (!stack.isEmpty() && stack.peek() <= arr[i]) {
+                stack.pop();
+            }
+            result[i] = stack.isEmpty() ? -1 : stack.peek();
+            stack.push(arr[i]);
+        }
+
+        return result;
+    }
+
+    /** Finds the nearest smaller element to the right for each element in the array. */
+    public static int[] nearestSmallerToRight(int[] arr) {
+        if (arr == null) {
+            throw new IllegalArgumentException("Input array cannot be null");
+        }
+
+        int n = arr.length;
+        int[] result = new int[n];
+        Stack<Integer> stack = new Stack<>();
+
+        for (int i = n - 1; i >= 0; i--) {
+            while (!stack.isEmpty() && stack.peek() >= arr[i]) {
+                stack.pop();
+            }
+            result[i] = stack.isEmpty() ? -1 : stack.peek();
+            stack.push(arr[i]);
+        }
+
+        return result;
+    }
+
+    /** Finds the nearest smaller element to the left for each element in the array. */
+    public static int[] nearestSmallerToLeft(int[] arr) {
+        if (arr == null) {
+            throw new IllegalArgumentException("Input array cannot be null");
+        }
+
+        int n = arr.length;
+        int[] result = new int[n];
+        Stack<Integer> stack = new Stack<>();
+
+        for (int i = 0; i < n; i++) {
+            while (!stack.isEmpty() && stack.peek() >= arr[i]) {
+                stack.pop();
+            }
+            result[i] = stack.isEmpty() ? -1 : stack.peek();
+            stack.push(arr[i]);
+        }
+
+        return result;
+    }
+}
diff --git a/src/test/java/com/thealgorithms/stacks/NearestElementTest.java b/src/test/java/com/thealgorithms/stacks/NearestElementTest.java
new file mode 100644
index 000000000000..817163cd1a8a
--- /dev/null
+++ b/src/test/java/com/thealgorithms/stacks/NearestElementTest.java
@@ -0,0 +1,61 @@
+package com.thealgorithms.stacks;
+
+import static org.junit.jupiter.api.Assertions.assertArrayEquals;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+
+import java.util.stream.Stream;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.Arguments;
+import org.junit.jupiter.params.provider.MethodSource;
+
+class NearestElementTest {
+
+    @ParameterizedTest
+    @MethodSource("provideGreaterToRightTestCases")
+    void testNearestGreaterToRight(int[] input, int[] expected) {
+        assertArrayEquals(expected, NearestElement.nearestGreaterToRight(input));
+    }
+
+    static Stream<Arguments> provideGreaterToRightTestCases() {
+        return Stream.of(Arguments.of(new int[] {4, 5, 2, 10, 8}, new int[] {5, 10, 10, -1, -1}), Arguments.of(new int[] {5}, new int[] {-1}), Arguments.of(new int[] {}, new int[] {}));
+    }
+
+    @ParameterizedTest
+    @MethodSource("provideGreaterToLeftTestCases")
+    void testNearestGreaterToLeft(int[] input, int[] expected) {
+        assertArrayEquals(expected, NearestElement.nearestGreaterToLeft(input));
+    }
+
+    static Stream<Arguments> provideGreaterToLeftTestCases() {
+        return Stream.of(Arguments.of(new int[] {4, 5, 2, 10, 8}, new int[] {-1, -1, 5, -1, 10}), Arguments.of(new int[] {5}, new int[] {-1}), Arguments.of(new int[] {}, new int[] {}));
+    }
+
+    @ParameterizedTest
+    @MethodSource("provideSmallerToRightTestCases")
+    void testNearestSmallerToRight(int[] input, int[] expected) {
+        assertArrayEquals(expected, NearestElement.nearestSmallerToRight(input));
+    }
+
+    static Stream<Arguments> provideSmallerToRightTestCases() {
+        return Stream.of(Arguments.of(new int[] {4, 5, 2, 10, 8}, new int[] {2, 2, -1, 8, -1}), Arguments.of(new int[] {5}, new int[] {-1}), Arguments.of(new int[] {}, new int[] {}));
+    }
+
+    @ParameterizedTest
+    @MethodSource("provideSmallerToLeftTestCases")
+    void testNearestSmallerToLeft(int[] input, int[] expected) {
+        assertArrayEquals(expected, NearestElement.nearestSmallerToLeft(input));
+    }
+
+    static Stream<Arguments> provideSmallerToLeftTestCases() {
+        return Stream.of(Arguments.of(new int[] {4, 5, 2, 10, 8}, new int[] {-1, 4, -1, 2, 2}), Arguments.of(new int[] {5}, new int[] {-1}), Arguments.of(new int[] {}, new int[] {}));
+    }
+
+    @Test
+    void testNullInput() {
+        assertThrows(IllegalArgumentException.class, () -> NearestElement.nearestGreaterToRight(null));
+        assertThrows(IllegalArgumentException.class, () -> NearestElement.nearestGreaterToLeft(null));
+        assertThrows(IllegalArgumentException.class, () -> NearestElement.nearestSmallerToRight(null));
+        assertThrows(IllegalArgumentException.class, () -> NearestElement.nearestSmallerToLeft(null));
+    }
+}