diff --git a/compiler/circle-resizer/include/ModelEditor.h b/compiler/circle-resizer/include/ModelEditor.h
new file mode 100644
index 00000000000..910ea19233a
--- /dev/null
+++ b/compiler/circle-resizer/include/ModelEditor.h
@@ -0,0 +1,59 @@
+/*
+ * Copyright (c) 2025 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef __CIRCLE_RESIZER_MODEL_EDITOR_H__
+#define __CIRCLE_RESIZER_MODEL_EDITOR_H__
+
+#include "Shape.h"
+#include "CircleModel.h"
+
+#include <string>
+#include <vector>
+#include <memory>
+
+namespace circle_resizer
+{
+
+/**
+ * The class to modify circle models.
+ */
+class ModelEditor
+{
+public:
+  /**
+   * @brief Initialize the editor with CircleModel object.
+   */
+  explicit ModelEditor(std::shared_ptr<CircleModel> circle_model);
+
+public:
+  /**
+   * @brief Resize the model. It means changing shape of the inputs
+   *        and propagating changes through the graph.
+   *
+   * Exceptions:
+   * - std::runtime_error if the new_inputs_shapes are invalid. It can happens for scenarios like:
+   *   - new shapes for NOT all inputs are provided
+   *   - an exception was thrown during shape inference pass
+   */
+  ModelEditor &resize_inputs(const std::vector<Shape> &new_inputs_shapes);
+
+private:
+  std::shared_ptr<CircleModel> _circle_model;
+};
+
+} // namespace circle_resizer
+
+#endif // __CIRCLE_RESIZER_MODEL_EDITOR_H__
diff --git a/compiler/circle-resizer/src/CMakeLists.txt b/compiler/circle-resizer/src/CMakeLists.txt
index 85e0380b40e..d099a4991a2 100644
--- a/compiler/circle-resizer/src/CMakeLists.txt
+++ b/compiler/circle-resizer/src/CMakeLists.txt
@@ -2,6 +2,7 @@ list(APPEND CIRCLE_RESIZER_SOURCES Dim.cpp)
 list(APPEND CIRCLE_RESIZER_SOURCES Shape.cpp)
 list(APPEND CIRCLE_RESIZER_SOURCES ShapeParser.cpp)
 list(APPEND CIRCLE_RESIZER_SOURCES CircleModel.cpp)
+list(APPEND CIRCLE_RESIZER_SOURCES ModelEditor.cpp)
 
 add_library(circle_resizer_core SHARED "${CIRCLE_RESIZER_SOURCES}")
 
@@ -10,6 +11,8 @@ target_include_directories(circle_resizer_core PUBLIC ../include)
 target_link_libraries(circle_resizer_core PRIVATE luci_export)
 target_link_libraries(circle_resizer_core PRIVATE luci_import)
 target_link_libraries(circle_resizer_core PRIVATE luci_lang)
+target_link_libraries(circle_resizer_core PRIVATE luci_pass)
+target_link_libraries(circle_resizer_core PRIVATE logo)
 target_link_libraries(circle_resizer_core PRIVATE mio_circle08)
 
 install(TARGETS circle_resizer_core DESTINATION lib)
diff --git a/compiler/circle-resizer/src/ModelEditor.cpp b/compiler/circle-resizer/src/ModelEditor.cpp
new file mode 100644
index 00000000000..66f45cefce0
--- /dev/null
+++ b/compiler/circle-resizer/src/ModelEditor.cpp
@@ -0,0 +1,93 @@
+/*
+ * Copyright (c) 2025 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "ModelEditor.h"
+
+#include <mio/circle/schema_generated.h>
+
+#include <loco/IR/Graph.h>
+#include <logo/Phase.h>
+#include <logo/RemoveDeadNodeWithQueryPass.h>
+#include <luci/IR/Nodes/CircleInput.h>
+#include <luci/Pass/CircleShapeInferencePass.h>
+#include <luci/Pass/CircleTypeInferencePass.h>
+
+using namespace circle_resizer;
+
+namespace
+{
+
+void change_single_input_shape(luci::CircleInput *circle_input, const Shape &new_shape)
+{
+  circle_input->rank(new_shape.rank());
+  for (uint32_t i = 0; i < new_shape.rank(); ++i)
+  {
+    if (new_shape[i].is_dynamic())
+    {
+      circle_input->dim(i) = loco::Dimension(); // empty ctor means dynamic dimension
+    }
+    else
+    {
+      // a value here can be in range (0, std::numeric_limits<int32_t>::max()) so the cast is safe
+      circle_input->dim(i) = loco::Dimension(static_cast<uint32_t>(new_shape[i].value()));
+    }
+  }
+}
+
+void change_inputs_shapes(loco::Graph *graph, const std::vector<Shape> &new_inputs_shapes)
+{
+  auto graph_inputs = loco::input_nodes(graph);
+  if (graph_inputs.size() != new_inputs_shapes.size())
+  {
+    throw std::runtime_error("Expected " + std::to_string(graph_inputs.size()) +
+                             " shapes but provided " + std::to_string(new_inputs_shapes.size()));
+  }
+  for (size_t in_idx = 0; in_idx < new_inputs_shapes.size(); ++in_idx)
+  {
+    auto circle_input = loco::must_cast<luci::CircleInput *>(graph_inputs[in_idx]);
+    change_single_input_shape(circle_input, new_inputs_shapes[in_idx]);
+  }
+}
+
+} // namespace
+
+ModelEditor::ModelEditor(std::shared_ptr<CircleModel> circle_model) : _circle_model{circle_model}
+{
+  assert(circle_model != nullptr); // FIX_CALLER_UNLESS
+}
+
+ModelEditor &ModelEditor::resize_inputs(const std::vector<Shape> &new_inputs_shapes)
+{
+  auto graph = _circle_model->module()->graph();
+  change_inputs_shapes(graph, new_inputs_shapes);
+
+  logo::Phase phase;
+  phase.emplace_back(std::make_unique<logo::RemoveDeadNodeWithQueryPass>());
+  phase.emplace_back(std::make_unique<luci::CircleShapeInferencePass>());
+  phase.emplace_back(std::make_unique<luci::CircleTypeInferencePass>());
+
+  logo::PhaseRunner<logo::PhaseStrategy::Restart> phase_runner{graph};
+  try
+  {
+    phase_runner.run(phase);
+  }
+  catch (const std::exception &e)
+  {
+    throw std::runtime_error("Exception during resizing with message: " + std::string{e.what()});
+  }
+
+  return *this;
+}
diff --git a/compiler/circle-resizer/tests/CMakeLists.txt b/compiler/circle-resizer/tests/CMakeLists.txt
index eeebdfe973f..3337718cc34 100644
--- a/compiler/circle-resizer/tests/CMakeLists.txt
+++ b/compiler/circle-resizer/tests/CMakeLists.txt
@@ -5,6 +5,7 @@ endif(NOT ENABLE_TEST)
 list(APPEND CIRCLE_RESIZER_TEST_SOURCES Shape.test.cpp)
 list(APPEND CIRCLE_RESIZER_TEST_SOURCES ShapeParser.test.cpp)
 list(APPEND CIRCLE_RESIZER_TEST_SOURCES CircleModel.test.cpp)
+list(APPEND CIRCLE_RESIZER_TEST_SOURCES ModelEditor.test.cpp)
 
 nnas_find_package(GTest REQUIRED)
 GTest_AddTest(circle_resizer_unit_test ${CIRCLE_RESIZER_TEST_SOURCES})
diff --git a/compiler/circle-resizer/tests/ModelEditor.test.cpp b/compiler/circle-resizer/tests/ModelEditor.test.cpp
new file mode 100644
index 00000000000..a1eb6e74057
--- /dev/null
+++ b/compiler/circle-resizer/tests/ModelEditor.test.cpp
@@ -0,0 +1,215 @@
+/*
+ * Copyright (c) 2025 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "ModelEditor.h"
+
+#include <gmock/gmock.h>
+#include <gtest/gtest.h>
+
+#include <cstdlib>
+#include <fstream>
+#include <vector>
+
+using namespace circle_resizer;
+using ::testing::HasSubstr;
+
+class ModelEditorTest : public ::testing::Test
+{
+protected:
+  void SetUp() override
+  {
+    char *path = std::getenv("ARTIFACTS_PATH");
+    if (nullptr == path)
+    {
+      throw std::runtime_error("environmental variable ARTIFACTS_PATH required for circle-resizer "
+                               "tests was not provided");
+    }
+    _test_models_dir = path;
+  }
+
+protected:
+  std::string _test_models_dir;
+};
+
+TEST_F(ModelEditorTest, basic_tests)
+{
+  // single input, single output
+  auto circle_model = std::make_shared<CircleModel>(_test_models_dir + "/ExpandDims_000.circle");
+  ModelEditor editor(circle_model);
+  auto new_input_shapes = std::vector<Shape>{Shape{4, 6}};
+  editor.resize_inputs(new_input_shapes);
+  EXPECT_EQ(circle_model->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model->output_shapes(), (std::vector<Shape>{Shape{4, 1, 6}}));
+
+  // single input, two outputs
+  circle_model = std::make_shared<CircleModel>(_test_models_dir + "/CSE_Quantize_000.circle");
+  editor = ModelEditor(circle_model);
+  new_input_shapes = std::vector<Shape>{Shape{1, 6, 6, 4}};
+  editor.resize_inputs(new_input_shapes);
+  EXPECT_EQ(circle_model->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model->output_shapes(),
+            (std::vector<Shape>{Shape{1, 6, 6, 4}, Shape{1, 6, 6, 4}}));
+
+  // two inputs, single output
+  circle_model = std::make_shared<CircleModel>(_test_models_dir + "/Add_000.circle");
+  editor = ModelEditor(circle_model);
+  new_input_shapes = std::vector<Shape>{Shape{1, 5, 5, 3}, Shape{1, 5, 5, 3}};
+  editor.resize_inputs(new_input_shapes);
+  EXPECT_EQ(circle_model->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model->output_shapes(), (std::vector<Shape>{Shape{1, 5, 5, 3}}));
+
+  // two inputs two outputs
+  circle_model =
+    std::make_shared<CircleModel>(_test_models_dir + "/Part_Add_Sqrt_Rsqrt_000.circle");
+  editor = ModelEditor(circle_model);
+  new_input_shapes = std::vector<Shape>{Shape{1, 5, 5, 2}, Shape{1, 5, 5, 2}};
+  editor.resize_inputs(new_input_shapes);
+  EXPECT_EQ(circle_model->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model->output_shapes(),
+            (std::vector<Shape>{Shape{1, 5, 5, 2}, Shape{1, 5, 5, 2}}));
+
+  // change even the input rank
+  circle_model = std::make_shared<CircleModel>(_test_models_dir + "/ExpandDims_000.circle");
+  editor = ModelEditor(circle_model);
+  new_input_shapes = std::vector<Shape>{Shape{1, 2, 3, 4}};
+  editor.resize_inputs(new_input_shapes);
+  EXPECT_EQ(circle_model->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model->output_shapes(), (std::vector<Shape>{Shape{1, 1, 2, 3, 4}}));
+}
+
+TEST_F(ModelEditorTest, special_cases)
+{
+  // resize to dynamic shape
+  auto circle_model = std::make_shared<CircleModel>(_test_models_dir + "/ExpandDims_000.circle");
+  ModelEditor editor(circle_model);
+  auto new_input_shapes = std::vector<Shape>{Shape{Dim{4}, Dim::dynamic()}};
+  editor.resize_inputs(new_input_shapes);
+  EXPECT_EQ(circle_model->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model->output_shapes(),
+            (std::vector<Shape>{Shape{Dim{4}, Dim{1}, Dim::dynamic()}}));
+
+  // resize to scalars
+  circle_model = std::make_shared<CircleModel>(_test_models_dir + "/Add_000.circle");
+  editor = ModelEditor(circle_model);
+  new_input_shapes = std::vector<Shape>{Shape::scalar(), Shape::scalar()};
+  editor.resize_inputs(new_input_shapes);
+  EXPECT_EQ(circle_model->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model->output_shapes(), (std::vector<Shape>{Shape::scalar()}));
+}
+
+TEST_F(ModelEditorTest, resizing_applied_after_save)
+{
+  auto circle_model = std::make_shared<CircleModel>(_test_models_dir + "/ExpandDims_000.circle");
+  ModelEditor editor(circle_model);
+  std::stringstream out_stream;
+  const auto new_input_shapes = std::vector<Shape>{Shape{4, 6}};
+  editor.resize_inputs(new_input_shapes);
+  circle_model->save(out_stream);
+  const std::string &model_buf_str = out_stream.str();
+  std::vector<uint8_t> model_buffer(std::begin(model_buf_str), std::end(model_buf_str));
+  model_buffer.insert(std::end(model_buffer), std::begin(model_buf_str), std::end(model_buf_str));
+
+  auto circle_model_from_saved_buffer = std::make_shared<CircleModel>(model_buffer);
+  EXPECT_EQ(circle_model_from_saved_buffer->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model_from_saved_buffer->output_shapes(), (std::vector<Shape>{Shape{4, 1, 6}}));
+}
+
+TEST_F(ModelEditorTest, double_resizing)
+{
+  auto circle_model = std::make_shared<CircleModel>(_test_models_dir + "/ExpandDims_000.circle");
+  ModelEditor editor(circle_model);
+  const auto new_input_shapes = std::vector<Shape>{Shape{4, 6}};
+  editor.resize_inputs(std::vector<Shape>{Shape{6, 8}}).resize_inputs(new_input_shapes);
+  // check if the last applied shape is set after double resizing call
+  EXPECT_EQ(circle_model->input_shapes(), new_input_shapes);
+  EXPECT_EQ(circle_model->output_shapes(), (std::vector<Shape>{Shape{4, 1, 6}}));
+}
+
+TEST_F(ModelEditorTest, no_inputs_shapes_provided_NEG)
+{
+  auto circle_model = std::make_shared<CircleModel>(_test_models_dir + "/Add_000.circle");
+  ModelEditor editor(circle_model);
+  try
+  {
+    editor.resize_inputs({});
+    FAIL() << "Unexpected successful resizing with invalid shapes.";
+  }
+  catch (const std::runtime_error &err)
+  {
+    EXPECT_THAT(err.what(), HasSubstr("Expected 2 shapes but provided 0"));
+  }
+  catch (...)
+  {
+    FAIL() << "Expected std::runtime_error, other exception thrown";
+  }
+}
+
+TEST_F(ModelEditorTest, not_all_inputs_shapes_provided_NEG)
+{
+  auto circle_model = std::make_shared<CircleModel>(_test_models_dir + "/Add_000.circle");
+  ModelEditor editor(circle_model);
+  try
+  {
+    editor.resize_inputs(std::vector<Shape>{Shape{1, 5, 5, 3}});
+    FAIL() << "Unexpected successful resizing with invalid shapes.";
+  }
+  catch (const std::runtime_error &err)
+  {
+    EXPECT_THAT(err.what(), HasSubstr("Expected 2 shapes but provided 1"));
+  }
+  catch (...)
+  {
+    FAIL() << "Expected std::runtime_error, other exception thrown";
+  }
+}
+
+TEST_F(ModelEditorTest, to_much_inputs_shapes_provided_NEG)
+{
+  auto circle_model = std::make_shared<CircleModel>(_test_models_dir + "/Add_000.circle");
+  ModelEditor editor(circle_model);
+  try
+  {
+    editor.resize_inputs(std::vector<Shape>{Shape{1, 2}, Shape{3, 4}, Shape{5, 6}});
+    FAIL() << "Unexpected successful resizing with invalid shapes.";
+  }
+  catch (const std::runtime_error &err)
+  {
+    EXPECT_THAT(err.what(), HasSubstr("Expected 2 shapes but provided 3"));
+  }
+  catch (...)
+  {
+    FAIL() << "Expected std::runtime_error, other exception thrown";
+  }
+}
+
+TEST_F(ModelEditorTest, exception_during_shape_inference_NEG)
+{
+  auto circle_model = std::make_shared<CircleModel>(_test_models_dir + "/Add_000.circle");
+  ModelEditor editor(circle_model);
+  try
+  {
+    editor.resize_inputs(std::vector<Shape>{Shape{1, 2, 3}, Shape{4, 5, 6}});
+    FAIL() << "Unexpected successful resizing with invalid shapes.";
+  }
+  catch (const std::runtime_error &err)
+  {
+    EXPECT_THAT(err.what(), HasSubstr("Exception during resizing with message:"));
+  }
+  catch (...)
+  {
+    FAIL() << "Expected std::runtime_error, other exception thrown";
+  }
+}