diff --git a/README.rst b/README.rst
index 66b0fc8..d9a10f3 100644
--- a/README.rst
+++ b/README.rst
@@ -1,66 +1,73 @@
-read_aconity_layers
-==================================
+#####################
+ read_aconity_layers
+#####################
 
 .. image:: https://github.com/Cian-H/read_aconity_layers/workflows/CI/badge.svg
-        :target: https://github.com/Cian-H/read_aconity_layers/actions/workflows/CI.yml
+  :target: https://github.com/Cian-H/read_aconity_layers/actions/workflows/CI.yml
 
 .. image:: https://github.com/Cian-H/read_aconity_layers/workflows/Python/badge.svg
-        :target: https://github.com/Cian-H/read_aconity_layers/actions/workflows/Python.yml
+  :target: https://github.com/Cian-H/read_aconity_layers/actions/workflows/Python.yml
 
 .. image:: https://github.com/Cian-H/read_aconity_layers/workflows/Rust/badge.svg
-        :target: https://github.com/Cian-H/read_aconity_layers/actions/workflows/Rust.yml
+  :target: https://github.com/Cian-H/read_aconity_layers/actions/workflows/Rust.yml
 
 .. image:: https://img.shields.io/pypi/dm/read-aconity-layers.svg
-        :target: https://pypi.python.org/pypi/read-aconity-layers
+  :target: https://pypi.python.org/pypi/read-aconity-layers
 
 .. image:: https://img.shields.io/github/tag/Cian-H/read_aconity_layers.svg
-        :target: https://github.com/Cian-H/read_aconity_layers/releases
+  :target: https://github.com/Cian-H/read_aconity_layers/releases
 
 .. image:: https://img.shields.io/github/license/Cian-H/read_aconity_layers.svg
-        :target: https://github.com/Cian-H/read_aconity_layers/blob/main/LICENSE
+  :target: https://github.com/Cian-H/read_aconity_layers/blob/main/LICENSE
 
 .. image:: https://readthedocs.org/projects/read-aconity-layers/badge/?version=latest
-        :target: https://read-aconity-layers.readthedocs.io/en/latest/?badge=latest
+  :target: https://read-aconity-layers.readthedocs.io/en/latest/?badge=latest
 
 .. image:: https://coveralls.io/repos/github/Cian-H/read_aconity_layers/badge.svg?branch=main
-        :target: https://coveralls.io/github/Cian-H/read_aconity_layers?branch=main
+  :target: https://coveralls.io/github/Cian-H/read_aconity_layers?branch=main
 
 
 .. image:: https://img.shields.io/badge/code%20style-Ruff-D7FF64.svg
-        :target: https://github.com/astral-sh/ruff
+  :target: https://github.com/astral-sh/ruff
 
-==================================
+----
 
-A library for fast reading of layer data from the aconity mini powder bed fusion machine.
+A library for fast reading of layer data from the aconity mini powder
+bed fusion machine.
+##########
+ Overview
+##########
 
-Overview
---------
+``read_aconity_layers`` is a high-performance Python library for reading
+and processing layer data from Aconity mini powder bed fusion machines.
+It's built with Rust for maximum performance and uses PyO3 for seamless
+Python integration.
 
-``read_aconity_layers`` is a high-performance Python library for reading and processing layer data from Aconity mini powder bed fusion machines. It's built with Rust for maximum performance and uses PyO3 for seamless Python integration.
+##########
+ Features
+##########
 
-Features
---------
+-  **Fast**: Built with Rust for high-performance data processing
+-  **Simple**: Easy-to-use Python API
+-  **Parallel**: Leverages Rayon for parallel processing of multiple
+   files
+-  **Type-safe**: Full type annotations and stub files included
 
-* **Fast**: Built with Rust for high-performance data processing
-* **Simple**: Easy-to-use Python API
-* **Parallel**: Leverages Rayon for parallel processing of multiple files
-* **Type-safe**: Full type annotations and stub files included
+###############
+ Quick Example
+###############
 
-Quick Example
--------------
-
-.. code-block:: python
+.. code:: python
 
    import read_aconity_layers as ral
    import numpy as np
 
    # Read all layers from a directory
    data = ral.read_layers("/path/to/layer/files/")
-   
+
    # Read specific layer files
    files = ["/path/to/0.01.pcd", "/path/to/0.02.pcd"]
    data = ral.read_selected_layers(files)
-   
+
    # Read a single layer
    layer = ral.read_layer("/path/to/0.01.pcd")
-