diff --git a/Problem_1.py b/Problem_1.py
new file mode 100644
index 00000000..02ec8cfa
--- /dev/null
+++ b/Problem_1.py
@@ -0,0 +1,47 @@
+'''
+The hashset is initialized as array of size 10**3 with None.
+Once we have a key to add, we calculate the hash using // operation to get the first 3 digits.
+Then we add the key to that particular index in the array.
+
+If there is a collision, create another array of size 10**3 at the index and will treat it as a
+second level hashmap. For this hashmap we will use the % operation to get the last 3 digits.
+We finally add the key to that particular index in that array.
+
+'''
+class MyHashSet:
+
+    def __init__(self):
+        self.hashSet = [None for _ in range(1000+1)]
+
+    def add(self, key: int) -> None:
+        row = key // 1000
+        col = key % 1000
+
+        if self.hashSet[row] is None:
+            self.hashSet[row] = [False for _ in range(1000+1)]
+            
+        self.hashSet[row][col] = True
+        
+
+    def remove(self, key: int) -> None:
+        row = key // 1000
+        col = key % 1000
+
+        if self.hashSet[row] is not None and self.hashSet[row][col] is True:
+                self.hashSet[row][col] = False
+
+    def contains(self, key: int) -> bool:
+        row = key // 1000
+        col = key % 1000
+
+        if self.hashSet[row] is not None:
+                return self.hashSet[row][col]
+        
+        return False
+
+
+# Your MyHashSet object will be instantiated and called as such:
+# obj = MyHashSet()
+# obj.add(key)
+# obj.remove(key)
+# param_3 = obj.contains(key)
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diff --git a/Problem_2.py b/Problem_2.py
new file mode 100644
index 00000000..9ca53fd3
--- /dev/null
+++ b/Problem_2.py
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+'''
+To keep track of the minimum value in the stack we puch the previous minimum value
+on the stack before pushing the new minimum value. 
+This helps in keeping track of the minimum value of the stack that is remaining.
+
+While popping we see if the popped value was the minimum, if so then we also pop the previous minimum that
+we pushed while adding element to the stack.
+
+min variable keeps track of the current minimum value of the stack.
+'''
+class MinStack:
+
+    def __init__(self):
+        self.stack = []
+        self.min = float(inf)
+
+    def push(self, val: int) -> None:
+        if val <= self.min:
+            self.stack.append(self.min)
+            self.min = val
+
+        self.stack.append(val)
+
+    def pop(self) -> None:
+        poppedVal = self.stack.pop()
+
+        if poppedVal == self.min:
+            self.min = self.stack.pop()
+
+        return poppedVal
+
+    def top(self) -> int:
+        return self.stack[-1]
+
+    def getMin(self) -> int:
+        return self.min
+
+
+# Your MinStack object will be instantiated and called as such:
+# obj = MinStack()
+# obj.push(val)
+# obj.pop()
+# param_3 = obj.top()
+# param_4 = obj.getMin()
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