diff --git a/CMakeLists.txt b/CMakeLists.txt
index 6beb15f..4b26576 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -51,10 +51,11 @@ include_directories(${PROJECT_SOURCE_DIR}/pipeline_manager.hpp)
 include_directories(${PROJECT_SOURCE_DIR}/streammux_manager.hpp)
 include_directories(${PROJECT_SOURCE_DIR}/source_bin.hpp)
 include_directories(${PROJECT_SOURCE_DIR}/gstds_example_manager.hpp)
+include_directories(${PROJECT_SOURCE_DIR}/tiler_manager.hpp)
 
 
 
-set(SOURCES src/main.cpp  src/camera_manager.cpp src/pipeline_manager.cpp src/streammux_manager.cpp src/source_bin.cpp src/gstds_example_manager.cpp)
+set(SOURCES src/main.cpp  src/camera_manager.cpp src/pipeline_manager.cpp src/streammux_manager.cpp src/source_bin.cpp src/gstds_example_manager.cpp src/tiler_manager.cpp)
 # Create the executable
 add_executable(${PROJECT_NAME}  ${SOURCES})
 
diff --git a/src/pipeline_manager.cpp b/src/pipeline_manager.cpp
index 20974c5..fe87f5e 100644
--- a/src/pipeline_manager.cpp
+++ b/src/pipeline_manager.cpp
@@ -58,6 +58,9 @@ bool PipelineManager::create_pipeline_elements(int num_sources,
     }
 
     gstds_example_manager->create_gstds_example();
+    tiler_manager->create_tiler(num_sources,
+                                streammux_manager->MUXER_OUTPUT_WIDTH,
+                                streammux_manager->MUXER_OUTPUT_HEIGHT);
 
     return true;
 }
\ No newline at end of file
diff --git a/src/pipeline_manager.hpp b/src/pipeline_manager.hpp
index 80e5a00..df086d0 100644
--- a/src/pipeline_manager.hpp
+++ b/src/pipeline_manager.hpp
@@ -5,6 +5,7 @@
 #include "gstds_example_manager.hpp"
 #include "source_bin.hpp"
 #include "streammux_manager.hpp"
+#include "tiler_manager.hpp"
 
 class PipelineManager {
    private:
@@ -14,6 +15,7 @@ class PipelineManager {
     GMutex eos_lock;
     StreammuxManager *streammux_manager = new StreammuxManager();
     GstdsExampleManager *gstds_example_manager = new GstdsExampleManager();
+    TilerManager *tiler_manager = new TilerManager();
 
    public:
     int current_device = -1;
diff --git a/src/tiler_manager.cpp b/src/tiler_manager.cpp
new file mode 100644
index 0000000..d33f11f
--- /dev/null
+++ b/src/tiler_manager.cpp
@@ -0,0 +1,29 @@
+#include "tiler_manager.hpp"
+
+#define SET_GPU_ID(object, gpu_id) \
+    g_object_set(G_OBJECT(object), "gpu-id", gpu_id, NULL);
+#define GPU_ID 0
+
+TilerManager::TilerManager() {}
+
+bool TilerManager::create_tiler(int num_sources, const int MUXER_OUTPUT_WIDTH,
+                                const int MUXER_OUTPUT_HEIGHT) {
+    /* Use nvtiler to composite the batched frames into a 2D tiled array based
+     * on the source of the frames. */
+    tiler = gst_element_factory_make("nvmultistreamtiler", "nvtiler");
+    tiler_rows = (guint)sqrt(num_sources);
+    tiler_columns = (guint)ceil(1.0 * num_sources / tiler_rows);
+    /* we set the tiler properties here */
+    g_object_set(G_OBJECT(tiler), "rows", tiler_rows, "columns", tiler_columns,
+                 "width", MUXER_OUTPUT_WIDTH, "height", MUXER_OUTPUT_HEIGHT,
+                 NULL);
+    SET_GPU_ID(tiler, GPU_ID);
+    // g_object_set (G_OBJECT (tiler), "show-source", 1);
+    //   g_object_set (G_OBJECT (tiler), "show-source", 0, NULL);
+
+    if (!tiler) {
+        g_printerr("Could not create Tiler. Exiting.\n");
+        return false;
+    }
+    return true;
+}
\ No newline at end of file
diff --git a/src/tiler_manager.hpp b/src/tiler_manager.hpp
new file mode 100644
index 0000000..13585f5
--- /dev/null
+++ b/src/tiler_manager.hpp
@@ -0,0 +1,14 @@
+#include <gst/gst.h>
+
+#include <cmath>
+
+class TilerManager {
+   private:
+    guint tiler_rows, tiler_columns;
+
+   public:
+    GstElement *tiler = NULL;
+    TilerManager();
+    bool create_tiler(int num_sources, const int, const int);
+    ~TilerManager();
+};
\ No newline at end of file