diff --git a/.gitignore b/.gitignore
index 178135c..1be5bdb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,2 @@
-/dist/
+__pycache__/
+dist/
diff --git a/poetry.lock b/poetry.lock
index 49bdde9..f11f6e8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -40,7 +40,6 @@ mypy-extensions = ">=0.4.3"
 packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -265,17 +264,6 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
-[[package]]
-name = "tomli"
-version = "2.0.1"
-description = "A lil' TOML parser"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
-]
-
 [[package]]
 name = "urllib3"
 version = "2.0.2"
@@ -295,5 +283,5 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.10"
-content-hash = "3ce15cfbe19b5ec59661c7d60325e6c80e5324cd14c14a195c8fa6778178a5c7"
+python-versions = "^3.11"
+content-hash = "7663a6c1d53181bd0becb2a6bb05afd3adad01d4875f04d0255a734363d1673b"
diff --git a/pyproject.toml b/pyproject.toml
index d745555..e2ccb8f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,7 +11,7 @@ packages = [{include = "src"}]
 rt = 'src.main:main'
 
 [tool.poetry.dependencies]
-python = "^3.10"
+python = "^3.11"
 requests = "^2.31.0"
 
 [tool.poetry.group.dev.dependencies]
diff --git a/src/common.py b/src/common.py
new file mode 100644
index 0000000..5275a41
--- /dev/null
+++ b/src/common.py
@@ -0,0 +1,15 @@
+from datetime import datetime
+
+class Serialize:
+    def boolean(string: str) -> bool:
+        if string == "true" or string == "True":
+            return True
+        return False
+
+
+    def integer(string: str) -> int:
+        return int(string)
+
+
+    def time(string: str) -> datetime:
+        return datetime.strptime(string, '%Y-%m-%dT%H:%M:%S.%f%z')
diff --git a/src/images.py b/src/images.py
new file mode 100644
index 0000000..c91faef
--- /dev/null
+++ b/src/images.py
@@ -0,0 +1,78 @@
+from typing import Self
+from src.common import Serialize
+
+class Images:
+    """
+    Images class object.
+    """
+    def __init__(self, images: list) -> None:
+        """
+        Initialize an images object.
+        """
+        self.images = []
+
+        self.deserialize(images=images)
+
+    def deserialize(self, images: list) -> Self:
+        """
+        Method to deserialize images list.
+        """
+        for image in images:
+            self.images.append(Image(image=image))
+        return self
+
+    def serialize(self) -> list:
+        """
+        Method to serialize images object.
+        """
+        images = []
+        for image in self.images:
+            images.append(image.serialize())
+        return images
+
+
+class Image:
+    """
+    Image class object.
+    """
+    def __init__(self, image: dict) -> None:
+        """
+        Initialize an image object.
+        """
+        self.architecture = "arm"
+        self.features = ""
+        self.variant = "v7"
+        self.digest = "sha256:2627e55acb9ac183f1c94e6a44f869620d164bbb10d7c42b29df08513eb20c29"
+        self.os = "linux"
+        self.os_features = ""
+        self.os_version = None
+        self.size = 2911117
+        self.status = "active"
+        self.last_pulled = "2023-06-03T15:17:33.336554Z"
+        self.last_pushed = "2023-05-09T23:13:46.10789Z"
+
+        self.deserialize(image)
+
+    def deserialize(self, image: dict) -> Self:
+        """
+        Method to deserialize image dictionary.
+        """
+        self.architecture = image.get('architecture', None)
+        self.features = image.get('features', None)
+        self.variant = image.get('variant', None)
+        self.digest = image.get('digest', None)
+        self.os = image.get('os', None)
+        self.os_features = image.get('os_features', None)
+        self.os_version = image.get('os_version', None)
+        self.size = Serialize.integer(image.get('size', -1))
+        self.status = image.get('status', None)
+        self.last_pulled = Serialize.time(image.get('last_pulled', None))
+        self.last_pushed = Serialize.time(image.get('last_pushed', None))
+
+        return self
+
+    def serialize(self) -> dict:
+        """
+        Method to serialize image object.
+        """
+        return self.__dict__
diff --git a/src/main.py b/src/main.py
index 3fba1f6..0021173 100644
--- a/src/main.py
+++ b/src/main.py
@@ -1,16 +1,15 @@
 #!/usr/bin/env python3
 
-from src import registry
+from src.registry import Registry
 
 username = None
 password = None
 
 
 def main():
-    reg = registry.Registry(username=username, password=password)
-    tags = reg.get_tags_page("alpine")
-    print(tags)
-
+    reg = Registry(username=username, password=password)
+    registry = reg.populate_tags("traefik", namespace="rapidfort", url_params="page_size=25")
+    print(registry.tags.serialize())
 
 if __name__ == "__main__":
     main()
diff --git a/src/registry.py b/src/registry.py
index a470b3a..d31b607 100644
--- a/src/registry.py
+++ b/src/registry.py
@@ -1,38 +1,27 @@
-import json
-from src import connection
+from typing import Self
+from src.upstream import Upstream
+from src.tags import Tags
 
-
-class Registry:
-    """
-    Registry class.
+class Registry(Upstream):
     """
+    Registry class
 
+    Keeps track of the image tags pulled from Upstream
+    """
     def __init__(
-        self,
-        url: str = "https://hub.docker.com",
-        username: str = None,
-        password: str = None,
-    ) -> None:
+            self,
+            url: str = "https://hub.docker.com",
+            username: str = None,
+            password: str = None,
+        ) -> None:
         """
-        Initializing the registry object.
+        Initialization method.
         """
-        self.url = url
-        self.req = connection.Requests()
-        if username and password:
-            self.req.get_token(url + "/v2/users/login", username, password)
+        self.tags = None
+        Upstream.__init__(self, url=url, username=username, password=password)
 
-    def get_tags_page(self, image, namespace: str = "library") -> dict:
-        """
-        Method which returns the tags page in a dictionary.
-        """
-        url = "{registry_url}/v2/namespaces/{namespace}/repositories/{repository}/tags".format(
-            registry_url=self.url, namespace=namespace, repository=image
-        )
-        try:
-            result = self.req.get(url, headers=self.req.get_headers())
-        except Exception as e:
-            print(e)
-        if not result.status_code == 200:
-            raise Exception("Could not get tags from server")
+    def populate_tags(self, image: str, namespace: str = None, url_params: str = None) -> Self:
+        tags = self.get_tags(image=image, namespace=namespace, url_params=url_params)
+        self.tags = Tags(tags)
 
-        return result.json()["results"]
+        return self
diff --git a/src/tags.py b/src/tags.py
new file mode 100644
index 0000000..fdcff44
--- /dev/null
+++ b/src/tags.py
@@ -0,0 +1,88 @@
+from typing import Self
+from src.images import Images
+from src.common import Serialize
+
+class Tags:
+    """
+    Tags class object.
+    """
+    def __init__(self, tags: list) -> None:
+        """
+        Initialize a tag object.
+        """
+        self.tags = []
+
+        self.deserialize(tags=tags)
+
+    def deserialize(self, tags: list) -> Self:
+        """
+        Method to deserialize tags list.
+        """
+        for tag in tags:
+            self.tags.append(Tag(tag=tag))
+        return self
+
+    def serialize(self) -> list:
+        """
+        Method to serialize tags object.
+        """
+        tags = []
+        for tag in self.tags:
+            tags.append(tag.serialize())
+        return tags
+
+class Tag:
+    """
+    Tag class object.
+    """
+    def __init__(self, tag: dict) -> None:
+        """
+        Initialize a tag object.
+        """
+        self.creator = 7
+        self.id = 170608
+        self.images = None
+        self.last_updated = "2023-05-09T23:14:23.530698Z"
+        self.last_updater = 1156886
+        self.last_updater_username = "doijanky"
+        self.name = "latest"
+        self.repository = 160398
+        self.full_size = 3397490
+        self.v2 = True
+        self.tag_status = "active"
+        self.tag_last_pulled = "2023-06-03T16:01:48.740291Z"
+        self.tag_last_pushed = "2023-05-09T23:14:23.530698Z"
+        self.media_type = "application/vnd.docker.d…n.manifest.list.v2+json"
+        self.content_type = "image"
+        self.digest = "sha256:02bb6f428431fbc28…508869a33cb1af4444c9b11"
+
+        self.deserialize(tag)
+
+    def deserialize(self, tag: dict) -> Self:
+        """
+        Method to parse tag dictionary.
+        """
+        self.creator = Serialize.integer(tag.get('creator', -1))
+        self.id = Serialize.integer(tag.get('id', -1))
+        self.images = Images(tag.get("images", None))
+        self.last_updated = Serialize.time(tag.get("last_updated", None))
+        self.last_updater = Serialize.integer(tag.get("last_updater", None))
+        self.last_updater_username = tag.get("last_updater_username", None)
+        self.name = tag.get("name", None)
+        self.repository = Serialize.integer(tag.get("repository", -1))
+        self.full_size = Serialize.integer(tag.get("full_size", -1))
+        self.v2 = Serialize.boolean(tag.get("v2", None))
+        self.tag_status = tag.get("tag_status", None)
+        self.tag_last_pulled = Serialize.time(tag.get("tag_last_pulled", None))
+        self.tag_last_pushed = Serialize.time(tag.get("tag_last_pushed", None))
+        self.media_type = tag.get("media_type", None)
+        self.content_type = tag.get("content_type", None)
+        self.digest = tag.get("digest", None)
+
+        return self
+
+    def serialize(self) -> dict:
+        """
+        Method to serialize tag object.
+        """
+        return self.__dict__
diff --git a/src/upstream.py b/src/upstream.py
new file mode 100644
index 0000000..6db7a78
--- /dev/null
+++ b/src/upstream.py
@@ -0,0 +1,43 @@
+import json
+from src.connection import Requests
+
+
+class Upstream:
+    """
+    Registry class.
+    """
+
+    def __init__(
+        self,
+        url: str = "https://hub.docker.com",
+        username: str = None,
+        password: str = None,
+    ) -> None:
+        """
+        Initialize the upstream registry object.
+        """
+        self.url = url
+        self.req = Requests()
+        if username and password:
+            self.req.get_token(url + "/v2/users/login", username, password)
+
+    def get_tags(self, image, namespace: str = "library", url_params: str = None) -> dict:
+        """
+        Method which returns the tags page in a dictionary.
+        """
+        if url_params:
+            url = "{registry_url}/v2/namespaces/{namespace}/repositories/{repository}/tags?{url_params}".format(
+                registry_url=self.url, namespace=namespace, repository=image, url_params=url_params
+            )
+        else:
+            url = "{registry_url}/v2/namespaces/{namespace}/repositories/{repository}/tags".format(
+                registry_url=self.url, namespace=namespace, repository=image
+            )
+        try:
+            result = self.req.get(url, headers=self.req.get_headers())
+        except Exception as e:
+            print(e)
+        if not result.status_code == 200:
+            raise Exception("Could not get tags from server")
+
+        return result.json()["results"]