diff --git a/arrays_and_strings/hash_map_array.py b/arrays_and_strings/hash_map_array.py
new file mode 100644
index 0000000..533065f
--- /dev/null
+++ b/arrays_and_strings/hash_map_array.py
@@ -0,0 +1,44 @@
+class HashMap:
+
+    def __init__(self, key_space):
+        self.key_space = key_space
+        self.table = [Bucket() for _ in range(self.key_space)]
+        
+    def put(self, key: int, value: int):
+        hash_key = key % self.key_space
+        self.table[hash_key].put(key, value)
+
+    def get(self, key: int):
+        hash_key = key % self.key_space
+        return self.table[hash_key].get(key)
+
+    def remove(self, key: int):
+        hash_key = key % self.key_space
+        self.table[hash_key].remove(key)
+        
+
+class Bucket:
+
+    def __init__(self):
+        self.bucket = []
+
+    def get(self, key):
+        for (k, v) in self.bucket:
+            if k == key:
+                return v
+        return -1
+    
+    def put(self, key, value):
+        found = False
+        for i, k in enumerate(self.bucket):
+            if key == k[0]:
+                self.bucket[i] = (key, value)
+                found = True
+                break
+        if not found:
+            self.bucket.append((key, value))
+
+    def remove(self, key):
+        for i, k in enumerate(self.bucket):
+            if key == k[0]:
+                del self.bucket[i]