diff --git a/hashmap.py b/hashmap.py
new file mode 100644
index 00000000..c58030ce
--- /dev/null
+++ b/hashmap.py
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+# Problem: Design HashMap
+# Time Complexity: O(1) average for put, get, remove (O(n) worst case due to chaining)
+# Space Complexity: O(n) where n is number of keys inserted
+# Did this code successfully run on Leetcode: YES
+# Any problem you faced while coding this: Understanding linked list chaining approach
+
+class MyHashMap:
+    class Node:
+        def __init__(self, key=None, value=None, next=None):
+            self.key = key
+            self.value = value
+            self.next = next
+
+    def __init__(self):
+        self.arr = [None] * 10000
+
+    def hash_func(self, key):
+        return key % 10000
+
+    def find(self, head, key):
+        prev = None
+        curr = head
+        while curr is not None and curr.key != key:
+            prev = curr
+            curr = curr.next
+        return prev
+
+    def put(self, key, value):
+        hash_val = self.hash_func(key)
+        if self.arr[hash_val] is None:
+            self.arr[hash_val] = self.Node(-1, -1, None)
+        prev = self.find(self.arr[hash_val], key)
+        if prev.next is None:
+            prev.next = self.Node(key, value, None)
+        else:
+            prev.next.value = value
+
+    def get(self, key):
+        hash_val = self.hash_func(key)
+        if self.arr[hash_val] is None:
+            return -1
+        prev = self.find(self.arr[hash_val], key)
+        if prev.next is None:
+            return -1
+        return prev.next.value
+
+    def remove(self, key):
+        hash_val = self.hash_func(key)
+        if self.arr[hash_val] is None:
+            return
+        prev = self.find(self.arr[hash_val], key)
+        if prev.next is None:
+            return
+        prev.next = prev.next.next
+
+
+# Your MyHashMap object will be instantiated and called as such:
+# obj = MyHashMap()
+# obj.put(key,value)
+# param_2 = obj.get(key)
+# obj.remove(key)
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diff --git a/queue-using-stacks.py b/queue-using-stacks.py
new file mode 100644
index 00000000..1d456f83
--- /dev/null
+++ b/queue-using-stacks.py
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+# Problem: Implement Queue using Stacks
+# Time Complexity: 
+#   push: O(1) - always
+#   pop: O(1) amortized - O(n) only when outStack is empty, but each element moved once in its lifetime
+#   peek: O(1) amortized - same reasoning as pop
+#   empty: O(1) - always
+# Space Complexity: O(n) where n is number of elements in the queue
+# Did this code successfully run on Leetcode: YES
+# Any problem you faced while coding this: No
+
+
+
+
+class MyQueue(object):
+
+    def __init__(self):
+        self.inStack = []
+        self.outStack = []
+
+    def push(self, x):
+        self.inStack.append(x)
+
+    def pop(self):
+        self.peek()
+        return self.outStack.pop()
+
+    def peek(self):
+        if len(self.outStack) == 0:
+           while len(self.inStack) > 0:
+               self.outStack.append(self.inStack.pop())
+        return self.outStack[-1]
+
+    def empty(self):
+        return len(self.inStack) == 0 and len(self.outStack) == 0
+
+
+# Your MyQueue object will be instantiated and called as such:
+# obj = MyQueue()
+# obj.push(x)
+# param_2 = obj.pop()
+# param_3 = obj.peek()
+# param_4 = obj.empty()
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