diff --git a/src/main/java/com/thealgorithms/backtracking/WordSearch.java b/src/main/java/com/thealgorithms/backtracking/WordSearch.java
new file mode 100644
index 000000000..affac0ee6
--- /dev/null
+++ b/src/main/java/com/thealgorithms/backtracking/WordSearch.java
@@ -0,0 +1,79 @@
+package com.thealgorithms.backtracking;
+
+
+/*
+Word Search Problem (https://en.wikipedia.org/wiki/Word_search)
+
+Given an m x n grid of characters board and a string word, return true if word exists in the grid.
+
+The word can be constructed from letters of sequentially adjacent cell, where "adjacent" cells are those horizontally or
+vertically neighboring. The same letter cell may not be used more than once.
+
+For example,
+Given board =
+
+[
+ ['A','B','C','E'],
+ ['S','F','C','S'],
+ ['A','D','E','E']
+]
+word = "ABCCED", -> returns true,
+word = "SEE", -> returns true,
+word = "ABCB", -> returns false.
+*/
+
+/*
+   Solution
+   Depth First Search in matrix (as multiple sources possible) with backtracking
+   like finding cycle in a directed graph. Maintain a record of path
+
+   Tx = O(m * n * 3^L): for each cell, we look at 3 options (not 4 as that one will be visited), we do it L times
+   Sx = O(L) : stack size is max L
+*/
+
+public class WordSearch {
+    private final int[] dx = {0, 0, 1, -1};
+    private final int[] dy = {1, -1, 0, 0};
+    private boolean[][] visited;
+    private char[][] board;
+    private String word;
+
+    private boolean isValid(int x, int y) {
+        return x >= 0 && x < board.length && y >= 0 && y < board[0].length;
+    }
+
+    private boolean doDFS(int x, int y, int nextIdx) {
+        visited[x][y] = true;
+        if (nextIdx == word.length()) {
+            return true;
+        }
+        for (int i = 0; i < 4; ++i) {
+            int xi = x + dx[i];
+            int yi = y + dy[i];
+            if (isValid(xi, yi) && board[xi][yi] == word.charAt(nextIdx) && !visited[xi][yi]) {
+                boolean exists = doDFS(xi, yi, nextIdx + 1);
+                if (exists)
+                    return true;
+            }
+        }
+        visited[x][y] = false;
+        return false;
+    }
+
+    public boolean exist(char[][] board, String word) {
+        this.board = board;
+        this.word = word;
+        for (int i = 0; i < board.length; ++i) {
+            for (int j = 0; j < board[0].length; ++j) {
+                if (board[i][j] == word.charAt(0)) {
+                    visited = new boolean[board.length][board[0].length];
+                    boolean exists = doDFS(i, j, 1);
+                    if (exists)
+                        return true;
+                }
+            }
+        }
+        return false;
+    }
+}
+
diff --git a/src/test/java/com/thealgorithms/backtracking/WordSearchTest.java b/src/test/java/com/thealgorithms/backtracking/WordSearchTest.java
new file mode 100644
index 000000000..198217bba
--- /dev/null
+++ b/src/test/java/com/thealgorithms/backtracking/WordSearchTest.java
@@ -0,0 +1,32 @@
+package com.thealgorithms.backtracking;
+
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.Test;
+
+public class WordSearchTest {
+    @Test
+    void test1() {
+        WordSearch ws = new WordSearch();
+        char[][] board = {{'A','B','C','E'},{'S','F','C','S'},{'A','D','E','E'}};
+        String word = "ABCCED";
+        assertTrue(ws.exist(board, word));
+    }
+
+    @Test
+    void test2() {
+        WordSearch ws = new WordSearch();
+        char[][] board = {{'A','B','C','E'},{'S','F','C','S'},{'A','D','E','E'}};
+        String word = "SEE";
+        assertTrue(ws.exist(board, word));
+    }
+
+    @Test
+    void test3() {
+        WordSearch ws = new WordSearch();
+        char[][] board = {{'A','B','C','E'},{'S','F','C','S'},{'A','D','E','E'}};
+        String word = "ABCB";
+        Assertions.assertFalse(ws.exist(board, word));
+    }
+}
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