diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 45ca873..6b1cff2 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -45,6 +45,7 @@ jobs:
       run: |
         conda init
         conda activate mlbridge
+        pip install compilerinterface
         cd $GITHUB_WORKSPACE/test
         bash mlbridge-test.sh
     - uses: actions/upload-artifact@v2
diff --git a/CompilerInterface/pyproject.toml b/CompilerInterface/pyproject.toml
index 706f3ce..b642ea4 100644
--- a/CompilerInterface/pyproject.toml
+++ b/CompilerInterface/pyproject.toml
@@ -17,6 +17,8 @@ classifiers = [
     "Intended Audience :: Science/Research",
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Compilers",
+    "Development Status :: 4 - Beta",
+    "Operating System :: POSIX :: Linux",
 ]
 
 [build-system]
diff --git a/README.md b/README.md
index ab8dea6..69d7c2b 100644
--- a/README.md
+++ b/README.md
@@ -11,6 +11,7 @@ Please see [here](https://iith-compilers.github.io/ML-Compiler-Bridge/) for docu
 [![Build and Tests](https://github.com/IITH-Compilers/MLCompilerBridge/actions/workflows/build.yml/badge.svg)](https://github.com/IITH-Compilers/MLCompilerBridge/actions/workflows/build.yml)
 [![Doxygen Action](https://github.com/IITH-Compilers/MLCompilerBridge/actions/workflows/main.yml/badge.svg)](https://github.com/IITH-Compilers/MLCompilerBridge/actions/workflows/main.yml)
 [![pre-commit checks](https://github.com/IITH-Compilers/MLCompilerBridge/actions/workflows/formatting.yml/badge.svg)](https://github.com/IITH-Compilers/MLCompilerBridge/actions/workflows/formatting.yml)
+[![Upload to Pypi](https://github.com/IITH-Compilers/MLCompilerBridge/actions/workflows/upload_pypi.yml/badge.svg)](https://github.com/IITH-Compilers/MLCompilerBridge/actions/workflows/upload_pypi.yml)
 
 
 ![Image](https://github.com/IITH-Compilers/ML-Compiler-Bridge/raw/main/images/component-ml-compiler-bridge.png)
@@ -43,10 +44,11 @@ Please see [here](https://iith-compilers.github.io/ML-Compiler-Bridge/) for docu
 1. `mkdir build && cd build`
 2. `cmake [-DCMAKE_BUILD_TYPE=Release|Debug] [-DCMAKE_INSTALL_PREFIX=<Install_path>] [-DMLBRIDGE_ENABLE_TEST=ON|OFF] -DONNXRUNTIME_ROOTDIR=<Path to ONNX install dir> -DPROTOS_DIRECTORY=<Path to protobuf files> -DTENSORFLOW_AOT_PATH=<Path to TensorFlow pip install dir> ../`
 3. `make -j [&& make install]`
+4. `pip install compilerinterface`
 
 This process would generate `libMLCompilerBridge.a` and `libMLCompilerBridgeC.a` libraries under `build/lib` directory, required headers under `build/include` directory. `libMLCompilerBridgeC.a` exposes C APIs for using with C-based compilers like Pluto, where as `libMLCompilerBridge.a` exposes C++ APIs that can be used with any compiler written in C++.
 
-Python end points are available under [`CompilerInterface`](./CompilerInterface/).
+Python end points are available under [`CompilerInterface`](./CompilerInterface/). They can be downloaded as a [`package`](https://pypi.org/project/compilerinterface/) from pypi.
 
 To ensure the correctness, run `make verify-all`. This would need enabling tests in cmake (`-DMLBRIDGE_ENABLE_TEST=ON`) and `PROTOS_DIRECTORY` should point to `test/protos`.