diff --git a/README.MD b/README.MD
index bccfa5d..16291fe 100644
--- a/README.MD
+++ b/README.MD
@@ -5,12 +5,14 @@ NVIDIA AR SDK enables real-time modeling and tracking of human faces from video.
 NVIDIA AR SDK has the following features:
 
 - **Face detection and tracking**, which detects, localizes, and tracks human faces in images or videos by using bounding boxes.
-- **Facial landmark detection and tracking**, which which predicts and tracks the pixel locations of human facial landmark points and head poses in images or videos.The detected facial landmarks follow the _Multi-PIE 68 point mark-ups_ information in [Facial point annotations](https://ibug.doc.ic.ac.uk/resources/facial-point-annotations/).
-- **Face 3D mesh and tracking**, which reconstructs and tracks a 3D human face and its head pose from the provided facial landmarks **.** NVIDIA AR SDK provides a sample application that demonstrates the features listed above n real time by using a webcam or offline videos.
+- **Facial landmark detection and tracking**, which predicts and tracks the pixel locations of human facial landmark points and head poses in images or videos.The detected facial landmarks follow the _Multi-PIE 68 point mark-ups_ information in [facial point annotations](https://ibug.doc.ic.ac.uk/resources/facial-point-annotations/).
+- **Face 3D mesh and tracking**, which reconstructs and tracks a 3D human face and its head pose from the provided facial landmarks **.**
+
+NVIDIA AR SDK provides a sample application that demonstrates the features listed above in real time by using a webcam or offline videos.
 
 NVIDIA AR SDK is distributed in the following parts:
 
--  This open source repository that includes the SDK API and proxy linking source code (_add link to the "nvar" folder in this repo_), sample applications and their dependency libraries (_add link to the "samples" folder in this repo)_.
-- An Installer hosted on Nvidia Dev Zone (_link to be added_) that installs the SDK DLLs, the models, and the SDK dependency libraries.
+-  This open source repository that includes the [SDK API and proxy linking source code](https://github.com/NVIDIA/BROADCAST-AR-SDK/tree/master/nvar), and [sample applications and their dependency libraries](https://github.com/NVIDIA/BROADCAST-AR-SDK/tree/master/samples).
+- An installer hosted on [RTX broadcast engine developer page](https://developer.nvidia.com/rtx-broadcast-engine) that installs the SDK DLLs, the models, and the SDK dependency libraries.
 
-Please refer to SDK programming guide (_add link to programming guide in this repo_) for configuring the SDK, integrating the SDK, compiling and running the sample application.
+Please refer to [SDK programming guide](https://github.com/NVIDIA/BROADCAST-AR-SDK/blob/master/NVIDIA%20AR%20SDK%20Programming%20Guide.pdf) for configuring and integrating the SDK, compiling and running the sample applications.