diff --git a/names/binary_search_tree.py b/names/binary_search_tree.py
new file mode 100644
index 000000000..4bec74151
--- /dev/null
+++ b/names/binary_search_tree.py
@@ -0,0 +1,35 @@
+class BinarySearchTree:
+    def __init__(self, value):
+        self.value = value
+        self.left = None
+        self.right = None
+        self.count = 1
+
+''' Insert given value into tree . If no Node , insert new node . If Node , implement recursion . '''
+
+''' If tree contains value , return TRUE . Return False otherwise . '''
+
+    def insert(self, value):
+        if value < self.value:
+            if not self.left:
+                self.left = BinarySearchTree(value)
+            else:
+                self.left.insert(value)
+        else:
+            if not self.right:
+                self.right = BinarySearchTree(value)
+            else:
+                self.right.insert(value)
+
+''' Implement recursion '''
+    def contains(self, target):
+        if target == self.value:
+            return True
+        elif target < self.value:
+            if self.left is None:
+                return False
+            return self.left.contains(target)
+        else:
+            if self.right is None:
+                return False
+            return self.right.contains(target)
\ No newline at end of file
diff --git a/names/names.py b/names/names.py
index ea158997f..c6f48ee17 100644
--- a/names/names.py
+++ b/names/names.py
@@ -1,22 +1,39 @@
 import time
+# Import Binary Search
+from binary_search_tree import BinarySearchTree
 
 start_time = time.time()
 
-f = open('names_1.txt', 'r')
+f = open('names/names_1.txt', 'r')
 names_1 = f.read().split("\n")  # List containing 10000 names
 f.close()
 
-f = open('names_2.txt', 'r')
+f = open('names/names_2.txt', 'r')
 names_2 = f.read().split("\n")  # List containing 10000 names
 f.close()
 
 duplicates = []  # Return the list of duplicates in this data structure
 
 # Replace the nested for loops below with your improvements
+'''
 for name_1 in names_1:
     for name_2 in names_2:
         if name_1 == name_2:
             duplicates.append(name_1)
+'''
+# Above takes roughly 7 secs - 0(n^2)
+
+# Starting in middle of alphabet
+bst = BinarySearchTree('N')
+
+for name in names_1:
+    bst.insert(name)
+
+for name in names_2:
+    if bst.contains(name):
+        duplicates.append(name)
+
+#BST method runtime: 0.1453089714050293 seconds - 0(n * log(n))
 
 end_time = time.time()
 print (f"{len(duplicates)} duplicates:\n\n{', '.join(duplicates)}\n\n")
diff --git a/reverse/reverse.py b/reverse/reverse.py
index 6116252d1..749ed41de 100644
--- a/reverse/reverse.py
+++ b/reverse/reverse.py
@@ -1,7 +1,9 @@
 class Node:
     def __init__(self, value=None, next_node=None):
-        self.value = value
-        self.next_node = next_node
+        '''Holds Node value'''
+        self.value = value 
+        '''references nxt Node'''
+        self.next_node = next_node 
 
     def get_value(self):
         return self.value
@@ -10,11 +12,13 @@ def get_next(self):
         return self.next_node
 
     def set_next(self, new_next):
-        self.next_node = new_next
+        '''sets nxt Node refrence to whatever Node is passed in'''
+        self.next_node = new_next 
 
 class LinkedList:
     def __init__(self):
-        self.head = None
+        ''' Head '''
+        self.head = None 
 
     def add_to_head(self, value):
         node = Node(value)
@@ -28,15 +32,31 @@ def contains(self, value):
         if not self.head:
             return False
 
-        current = self.head
+        '''Reference current Node , update as we iterate over list'''
+        current = self.head 
 
         while current:
             if current.get_value() == value:
-                return True
+                '''Check if Node is valid , return True if Node value matches target value'''
+                return True 
 
-            current = current.get_next()
+            '''update to point to next Node'''
+            current = current.get_next() 
 
         return False
 
     def reverse_list(self, node, prev):
-        pass
+        if self.head is None:
+            return '...'
+        prev = None
+        cur = self.head
+        nxt = self.head.get_next()
+
+        while cur != None:
+            cur.set_next(prev)
+            prev = cur
+            cur = nxt
+            if nxt != None:
+                nxt = cur.get_next()
+
+        self.head = prev
diff --git a/ring_buffer/doubly_linked_list.py b/ring_buffer/doubly_linked_list.py
new file mode 100644
index 000000000..ebfc9cb7b
--- /dev/null
+++ b/ring_buffer/doubly_linked_list.py
@@ -0,0 +1,138 @@
+"""Each ListNode holds a reference to its previous node
+as well as its next node in the List."""
+
+
+class ListNode:
+    def __init__(self, value, prev=None, next=None):
+        self.value = value
+        self.prev = prev
+        self.next = next
+
+    """Wrap the given value in a ListNode and insert it
+    after this node. Note that this node could already
+    have a next node it is point to."""
+    def insert_after(self, value):
+        current_next = self.next
+        self.next = ListNode(value, self, current_next)
+        if current_next:
+            current_next.prev = self.next
+
+    """Wrap the given value in a ListNode and insert it
+    before this node. Note that this node could already
+    have a previous node it is point to."""
+    def insert_before(self, value):
+        current_prev = self.prev
+        self.prev = ListNode(value, current_prev, self)
+        if current_prev:
+            current_prev.next = self.prev
+
+    """Rearranges this ListNode's previous and next pointers
+    accordingly, effectively deleting this ListNode."""
+    def delete(self):
+        if self.prev:
+            self.prev.next = self.next
+        if self.next:
+            self.next.prev = self.prev
+
+
+"""Our doubly-linked list class. It holds references to
+the list's head and tail nodes."""
+
+
+class DoublyLinkedList:
+    def __init__(self, node=None):
+        self.head = node
+        self.tail = node
+        self.length = 1 if node is not None else 0
+
+    def __len__(self):
+        return self.length
+
+    """Wraps the given value in a ListNode and inserts it 
+    as the new head of the list. Don't forget to handle 
+    the old head node's previous pointer accordingly."""
+    def add_to_head(self, value):
+        new_node = ListNode(value, None, None)
+        self.length += 1
+        if not self.head and not self.tail:
+            self.head = new_node
+            self.tail = new_node
+        else:
+            new_node.next = self.head
+            self.head.prev = new_node
+            self.head = new_node
+
+    """Removes the List's current head node, making the
+    current head's next node the new head of the List.
+    Returns the value of the removed Node."""
+    def remove_from_head(self):
+        value = self.head.value
+        self.delete(self.head)
+        return value
+
+    """Wraps the given value in a ListNode and inserts it 
+    as the new tail of the list. Don't forget to handle 
+    the old tail node's next pointer accordingly."""
+    def add_to_tail(self, value):
+        new_node = ListNode(value, None, None)
+        self.length += 1
+        if not self.head and not self.tail:
+            self.head = new_node
+            self.tail = new_node
+        else:
+            new_node.prev = self.tail
+            self.tail.next = new_node
+            self.tail = new_node
+
+    """Removes the List's current tail node, making the 
+    current tail's previous node the new tail of the List.
+    Returns the value of the removed Node."""
+    def remove_from_tail(self):
+        value = self.tail.value
+        self.delete(self.tail)
+        return value
+
+    """Removes the input node from its current spot in the 
+    List and inserts it as the new head node of the List."""
+    def move_to_front(self, node):
+        if node is self.head:
+            return
+        value = node.value
+        self.delete(node)
+        self.add_to_head(value)
+
+    """Removes the input node from its current spot in the 
+    List and inserts it as the new tail node of the List."""
+    def move_to_end(self, node):
+        if node is self.tail:
+            return
+        value = node.value
+        self.delete(node)
+        self.add_to_tail(value)
+
+    """Removes a node from the list and handles cases where
+    the node was the head or the tail"""
+    def delete(self, node):
+        self.length -= 1
+        if self.head is self.tail:
+            self.head = None
+            self.tail = None
+        elif self.head is node:
+            self.head = node.next
+            node.delete()
+        elif self.tail is node:
+            self.tail = node.prev
+            node.delete()
+        else:
+            node.delete()
+
+    """Returns the highest value currently in the list"""
+    def get_max(self):
+        max_value = self.head.value
+        current = self.head
+        while current is not None:
+            if current.value > max_value:
+                max_value = current.value
+            current = current.next
+
+        return max_value
\ No newline at end of file
diff --git a/ring_buffer/ring_buffer.py b/ring_buffer/ring_buffer.py
index 37e9fb0dd..f6e3d0db5 100644
--- a/ring_buffer/ring_buffer.py
+++ b/ring_buffer/ring_buffer.py
@@ -1,4 +1,44 @@
+from doubly_linked_list import DoublyLinkedList
+
+# Look to see whether list has reached full capacity
+# if so - replace the current item with the new item
+# move current item to next item in list
+# if current item = tail, next value is head
+# if not at capacity then add to end of storage
+# if the storage had no items then set current item to new item
+# add node data to list and move pointer
+
 class RingBuffer:
+    def __init__(self, capacity):
+        self.capacity = capacity
+        self.current = None
+        self.storage = DoublyLinkedList()
+
+    def append(self, item):
+        if self.capacity == len(self.storage):
+            self.current.value = item
+            if self.current == self.storage.tail:
+                self.current = self.storage.head
+            else:
+                self.current = self.current.next
+        else:
+            self.storage.add_to_tail(item)
+            if len(self.storage) == 1:
+                self.current = self.storage.head
+
+    def get(self):
+        list_buffer_contents = []
+
+        node = self.storage.head
+        while node is not None:
+            list_buffer_contents.append(node.value)
+            node = node.next
+
+        return list_buffer_contents
+
+''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
+
+class ArrayRingBuffer:
     def __init__(self, capacity):
         pass