diff --git a/README.md b/README.md
deleted file mode 100644
index 06e40fd..0000000
--- a/README.md
+++ /dev/null
@@ -1,11 +0,0 @@
-:construction: **Formulate is currently under construction and not yet ready for production use! Expect things to break!** :construction:
-
-# Formulate
-
-[![Build Status](https://travis-ci.org/chrisburr/formulate.svg?branch=master)](https://travis-ci.org/chrisburr/formulate)
-[![Coverage Status](https://coveralls.io/repos/github/chrisburr/formulate/badge.svg?branch=master)](https://coveralls.io/github/chrisburr/formulate?branch=master)
-[![PyPI](https://badge.fury.io/py/formulate.svg)](https://pypi.python.org/pypi/formulate/)
-
-Easy conversions between different styles of expressions. Formulate currently
-supports converting between [`ROOT`](https://root.cern.ch/doc/master/classTFormula.html)
-and [`numexpr`](https://numexpr.readthedocs.io/en/latest/user_guide.html) style expressions.
diff --git a/README.rst b/README.rst
new file mode 100644
index 0000000..902c36c
--- /dev/null
+++ b/README.rst
@@ -0,0 +1,55 @@
+🚧 **Formulate is currently under construction and not yet
+ready for production use! Expect things to break!** 🚧
+
+Formulate
+=========
+
+|Build Status| |Coverage Status| |PyPI|
+
+Easy conversions between different styles of expressions. Formulate
+currently supports converting between
+`ROOT <https://root.cern.ch/doc/master/classTFormula.html>`__ and
+`numexpr <https://numexpr.readthedocs.io/en/latest/user_guide.html>`__
+style expressions.
+
+.. |Build Status| image:: https://travis-ci.org/chrisburr/formulate.svg?branch=master
+   :target: https://travis-ci.org/chrisburr/formulate
+.. |Coverage Status| image:: https://coveralls.io/repos/github/chrisburr/formulate/badge.svg?branch=master
+   :target: https://coveralls.io/github/chrisburr/formulate?branch=master
+.. |PyPI| image:: https://badge.fury.io/py/formulate.svg
+   :target: https://pypi.python.org/pypi/formulate/
+
+
+Installation
+------------
+
+Install formulate like any other Python package:
+
+.. code-block:: bash
+
+    pip install --user formulate
+
+or similar (use ``sudo``, ``virtualenv``, or ``conda`` if you wish).
+
+
+Usage
+-----
+
+Command line usage
+""""""""""""""""""
+
+.. code-block:: bash
+
+    $ python -m formulate --from-root '(A && B) || TMath::Sqrt(A)' --to-numexpr
+    (A & B) | sqrt(A)
+
+API
+"""
+
+**TODO**
+
+
+The `Expression` Object
+-----------------------
+
+**TODO**
diff --git a/formulate/version.py b/formulate/version.py
index b9e238a..47ca5e1 100644
--- a/formulate/version.py
+++ b/formulate/version.py
@@ -11,6 +11,6 @@
 ]
 
 
-__version__ = "0.0.2"
+__version__ = "0.0.3"
 version = __version__
 version_info = __version__.split('.')