diff --git a/README.md b/README.md
index 9cf319bf..c89d91ed 100644
--- a/README.md
+++ b/README.md
@@ -1,30 +1,35 @@
+
Raven Distribution Framework(RDF)
-## Raven Distribution Framework(RDF)
-https://www.ravenprotocol.com/
+[Raven Distribution Framework](https://www.ravenprotocol.com)
-#### What is Raven Distribution Framework?
+
+### What is Raven Distribution Framework?
The foundation for any Machine Learning or Deep Learning Framework. Simply put, it is more like a decentralized calculator, comparable to a decentralized version of the IBM machines that were used to launch the Apollo astronauts. Apart from building ML/DL frameworks, a lot more can be done on it, such as maximizing yield on your favorite DeFi protocols like Compound and more!
-#### Setup
+
+### Setup
# Create a virutal environment before you install RDF libraries
sh setup.sh
-#### Start the socket server
+
+### Start the socket server
python3 run_socket_server.py
-
-#### Start workers
+
+
+### Start workers
python3 open_worker.py # worker 1
python3 open_worker.py # worker 2
python3 open_worker.py # worker 3
-#### How to contribute:
+
+### How to contribute:
Step 1: Fork
@@ -32,5 +37,7 @@ Step 2: Write your code
Step 3: Create a pull request
-#### License
-[MIT License](https://github.com/ravenprotocol/raven-distribution-framework/blob/master/LICENSE)
+
+### License
+
+