diff --git a/CMakeLists.txt b/CMakeLists.txt
index 08d66cae..6ae05a26 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -20,10 +20,6 @@ set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} ${CMAKE_BINARY_DIR}/lib/cmake)
 link_directories(${CMAKE_BINARY_DIR}/lib)
 set(CMAKE_MACOSX_RPATH 1)
 set(CMAKE_CXX_STANDARD 17)
-set(DLIO_PROFILER_CMAKE_DIR ${CMAKE_SOURCE_DIR}/CMake ${CMAKE_BINARY_DIR}/lib/cmake)
-message(STATUS "-- ${DLIO_PROFILER_CMAKE_DIR}")
-set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} ${DLIO_PROFILER_CMAKE_DIR})
-set(CMAKE_PREFIX_PATH ${CMAKE_PREFIX_PATH} ${CMAKE_BINARY_DIR})
 #------------------------------------------------------------------------------
 # Build options
 #------------------------------------------------------------------------------
@@ -33,6 +29,28 @@ option(ENABLE_DLIO_BENCHMARK_TESTS "Enable dlio_benchmark tests" Off)
 #------------------------------------------------------------------------------
 # Setup install and output Directories
 #------------------------------------------------------------------------------
+
+if (BUILD_PYTHON_BINDINGS)
+    if (DLIO_PYTHON_SITE)
+        set(PYTHON_SITE_PACKAGES "${DLIO_PYTHON_SITE}")
+    else()
+        if (USER_INSTALL)
+            execute_process (COMMAND python3 -c "import site; print(site.USER_SITE)" OUTPUT_VARIABLE PYTHON_SITE_PACKAGES OUTPUT_STRIP_TRAILING_WHITESPACE)
+        else()
+            execute_process (COMMAND python3 -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())" OUTPUT_VARIABLE PYTHON_SITE_PACKAGES OUTPUT_STRIP_TRAILING_WHITESPACE)
+        endif()
+    endif()
+    set(PYTHON_SITE_PACKAGES ${PYTHON_SITE_PACKAGES}/dlio_profiler)
+    include_directories(${PYTHON_SITE_PACKAGES}/include)
+    link_directories(${PYTHON_SITE_PACKAGES}/lib)
+    message("-- " "[Python] ${PYTHON_SITE_PACKAGES} found for installing python binding")
+endif()
+
+set(DLIO_PROFILER_CMAKE_DIR ${CMAKE_SOURCE_DIR}/CMake ${CMAKE_BINARY_DIR}/lib/cmake ${PYTHON_SITE_PACKAGES}/lib/cmake)
+message(STATUS "-- ${DLIO_PROFILER_CMAKE_DIR}")
+set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} ${DLIO_PROFILER_CMAKE_DIR})
+set(CMAKE_PREFIX_PATH ${CMAKE_PREFIX_PATH} ${CMAKE_BINARY_DIR})
+
 if (NOT DLIO_PROFILER_INSTALL_BIN_DIR)
     set(DLIO_PROFILER_INSTALL_BIN_DIR ${CMAKE_INSTALL_PREFIX}/bin)
     message(STATUS ${DLIO_PROFILER_INSTALL_BIN_DIR})
@@ -48,7 +66,7 @@ if (NOT DLIO_PROFILER_INSTALL_DATA_DIR)
 endif ()
 
 if (NOT CMAKE_INSTALL_RPATH)
-    set(CMAKE_INSTALL_RPATH "${CMAKE_INSTALL_PREFIX}/lib")
+    set(CMAKE_INSTALL_RPATH "${CMAKE_INSTALL_PREFIX}/lib:${PYTHON_SITE_PACKAGES}/lib:${PYTHON_SITE_PACKAGES}/lib64")
     set(CMAKE_INSTALL_RPATH_USE_LINK_PATH TRUE)
 endif ()
 
@@ -86,6 +104,8 @@ if(DLIO_PROFILER_ENABLE_TESTS)
     endif()
 endif()
 
+
+
 if (BUILD_PYTHON_BINDINGS)
     find_package(pybind11 REQUIRED)
     #add_subdirectory(dependency/py11bind)
@@ -110,18 +130,6 @@ export(EXPORT gotcha-targets
 link_directories(${CMAKE_BINARY_DIR}/lib)
 link_directories(${CMAKE_BINARY_DIR})
 set(DEPENDENCY_LIB stdc++fs -lhwloc)
-if (BUILD_PYTHON_BINDINGS)
-  if (DLIO_PYTHON_SITE)
-    set(PYTHON_SITE_PACKAGES "${DLIO_PYTHON_SITE}")
-  else() 	  
-  if (USER_INSTALL) 
-    execute_process (COMMAND python3 -c "import site; print(site.USER_SITE)" OUTPUT_VARIABLE PYTHON_SITE_PACKAGES OUTPUT_STRIP_TRAILING_WHITESPACE)    
-  else()	
-    execute_process (COMMAND python3 -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())" OUTPUT_VARIABLE PYTHON_SITE_PACKAGES OUTPUT_STRIP_TRAILING_WHITESPACE)
-  endif()
-  endif()
-  message("-- " "[Python] ${PYTHON_SITE_PACKAGES} found for installing python binding")
-endif()
 
 if (${CPP_LOGGER_FOUND})
     include_directories(${CPP_LOGGER_INCLUDE_DIRS})
diff --git a/docs/build.rst b/docs/build.rst
index 52dca9cf..7176cb5a 100644
--- a/docs/build.rst
+++ b/docs/build.rst
@@ -39,6 +39,11 @@ From Github
   DLP_VERSION=dev
   pip install git+https://github.com/hariharan-devarajan/dlio-profiler.git@${DLP_VERSION}
 
+.. attention::
+
+    For pip installations, all libraries will be present within the site-packages/dlio_profiler/lib.
+    This enables clean management of pip installation and uninstallations.
+
 -----------------------------------------
 Build DLIO Profiler with Spack
 -----------------------------------------
diff --git a/docs/examples.rst b/docs/examples.rst
index 250c76c0..eba00f3a 100644
--- a/docs/examples.rst
+++ b/docs/examples.rst
@@ -338,7 +338,7 @@ Hybrid Example:
       return 0;
     }
 
-For this example, link with libdlio_profiler.so at compile time and LD_PRELOAD the executable with libdlio_profiler_preload.soat runtime.
+For this example, link with libdlio_profiler.so at compile time and LD_PRELOAD the executable with libdlio_profiler_preload.so at runtime.
 As the DLIO_PROFILER_CPP_INIT do not pass log file or data dir, we need to set ``DLIO_PROFILER_LOG_FILE`` and ``DLIO_PROFILER_DATA_DIR``.
 By default the DLIO Profiler mode is set to FUNCTION.
 Example of running this configurations are:
@@ -632,7 +632,7 @@ Job submition script
      export DLIO_PROFILER_DATA_DIR=./resnet_original_data #Path to the orignal resnet 50 dataset 
      export DLIO_PROFILER_LOG_FILE=./dlio_log_posix_level.pfw
    
-     LD_PRELOAD=./dlio_ml_workloads/PolarisAT/conda-envs/ml_workload_latest_conda/lib/libdlio_profiler_preload.so aprun -n 4 -N 4 python resnet_hvd_dlio.py --batch-size 64 --epochs 1 > dlio_log 2>&1
+     LD_PRELOAD=./dlio_ml_workloads/PolarisAT/conda-envs/ml_workload_latest_conda/lib/python*/site-packages/dlio_profiler/lib/libdlio_profiler_preload.so aprun -n 4 -N 4 python resnet_hvd_dlio.py --batch-size 64 --epochs 1 > dlio_log 2>&1
    
      cat *.pfw > combined_logs.pfw # To combine to a single pfw file. 
 
diff --git a/setup.py b/setup.py
index 0e3d18f3..060a71b2 100644
--- a/setup.py
+++ b/setup.py
@@ -29,13 +29,10 @@ def __init__(self, name: str, sourcedir: str = "") -> None:
 class CMakeBuild(build_ext):
     def build_extension(self, ext: CMakeExtension) -> None:
         cmake_args = []
-        install_prefix = sys.prefix
-        if "VIRTUAL_ENV" in os.environ:
-            install_prefix = os.environ['VIRTUAL_ENV']
-        elif "CONDA_DEFAULT_ENV" in os.environ:
-            install_prefix = os.environ['CONDA_DEFAULT_ENV']
+        from distutils.sysconfig import get_python_lib
+        install_prefix = f"{get_python_lib()}/dlio_profiler"
         if "DLIO_LOGGER_USER" in os.environ:
-            install_prefix=site.USER_BASE
+            install_prefix=f"{site.USER_SITE}/dlio_profiler"
             cmake_args += [f"-DUSER_INSTALL=ON"]
         if "DLIO_PROFILER_DIR" in os.environ:
             install_prefix = os.environ['DLIO_PROFILER_DIR']