diff --git a/.github/workflows/MLPipelineTESTING.yml b/.github/workflows/MLPipelineTESTING.yml
new file mode 100644
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--- /dev/null
+++ b/.github/workflows/MLPipelineTESTING.yml
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+name: Register the model for the given pipeline branch (TESTING)
+
+on:
+  push:
+    branches:
+      - "sap-dev-gto"
+
+# on:
+#   pull_request:
+#     types:
+#       - closed
+#     branches:
+#       - "sap-dev"
+#       - "heat-dev"
+#       - "carbon-dev"
+
+permissions: write-all
+
+jobs:
+  Register-Major-Model-Dev:
+    # if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'major')) }}
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+
+    - name: Install packages to register model
+      run: |
+        pip install --upgrade pip
+        pip install -r modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
+
+    - name: Register Model
+      run: |
+        # REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}')
+        REGISTER_MODEL_NAME=$(echo ${{github.ref_name}} | awk -F"-" '{print $1}')
+
+        git config user.name "Github-Bot"
+        git config user.email "Github-Bot@no-reply.com"
+
+        latest_version=$(gto show ${REGISTER_MODEL_NAME}@latest --ref | awk -F"@v" '{print $2}') || false
+        if [ -z "${latest_version}" ]; then
+          increment_version="1.0.0"
+        else
+          increment_version=$(echo ${latest_version} | awk 'BEGIN {
+              FS="\\."   # Set the field separator to a period
+              OFS="."    # Set the output field separator to a period
+          }
+          {
+              major = $1 + 1   # Increment the major version
+              print major, "0", "0"   # Print the new version
+          }')
+        fi
+
+        new_tag=${REGISTER_MODEL_NAME}@v${increment_version}
+
+        # git tag -a ${new_tag} -m "Registering new Major Version"
+        # git push origin ${new_tag}
+
+        # gto show --json > MODEL_REGISTRY.md
+        # git add .
+        # git commit -m "Update Registry"
+        # git push
+
+  Register-Minor-Model-Dev:
+    # if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'minor')) }}
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+
+    - name: Install packages to register model
+      run: |
+        pip install --upgrade pip
+        pip install -r modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
+
+    - name: Register Model
+      run: |
+        # REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}')
+        REGISTER_MODEL_NAME=$(echo ${{github.ref_name}} | awk -F"-" '{print $1}')
+
+        git config user.name "Github-Bot"
+        git config user.email "Github-Bot@no-reply.com"
+
+        latest_version=$(gto show ${REGISTER_MODEL_NAME}@latest --ref | awk -F"@v" '{print $2}')
+        if [ -z "${latest_version}" ]; then
+          increment_version="0.1.0"
+        else
+          increment_version=$(echo ${latest_version} | awk 'BEGIN {
+              FS="\\."   # Set the field separator to a period
+              OFS="."    # Set the output field separator to a period
+          }
+          {
+              minor = $2 + 1   # Increment the minor version
+              print $1, minor, "0"   # Print the new version
+          }')
+        fi
+
+        new_tag=${REGISTER_MODEL_NAME}@v${increment_version}
+
+        # git tag -a ${new_tag} -m "Registering new Minor Version"
+        # git push origin ${new_tag}
+
+        # gto show --json > MODEL_REGISTRY.md
+        # git add .
+        # git commit -m "Update Registry"
+        # git push
+
+  Register-Patch-Model-Dev:
+    # if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'patch')) }}
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+
+    - name: Install packages to register model
+      run: |
+        pip install --upgrade pip
+        pip install -r modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
+
+    - name: Register Model
+      run: |
+        # REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}')
+        REGISTER_MODEL_NAME=$(echo ${{github.ref_name}} | awk -F"-" '{print $1}')
+
+        git config user.name "Github-Bot"
+        git config user.email "Github-Bot@no-reply.com"
+
+        latest_version=$(gto show ${REGISTER_MODEL_NAME}@latest --ref | awk -F"@v" '{print $2}')
+        if [ -z "${latest_version}" ]; then
+          increment_version="0.0.1"
+        else
+          increment_version=$(echo ${latest_version} | awk 'BEGIN {
+              FS="\\."   # Set the field separator to a period
+              OFS="."    # Set the output field separator to a period
+          }
+          {
+              patch = $3 + 1   # Increment the patch version
+              print $1, $2, patch   # Print the new version
+          }')
+        fi
+
+        new_tag=${REGISTER_MODEL_NAME}@v${increment_version}
+
+        # git tag -a ${new_tag} -m "Registering new Patch Version"
+        # git push origin ${new_tag}
+
+        # gto show --json > MODEL_REGISTRY.md
+        # git add .
+        # git commit -m "Update Registry"
+        # git push
+
+  Promote-Artefacts-To-Dev:
+    if: github.event.pull_request.merged == true
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Install packages to retrieve artifacts
+      run: |
+        pip install --upgrade pip
+        pip install -r modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
+
+    - name: Retrieve artifacts (dvc.lock)
+      env:
+        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
+        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
+      run: |
+        cd modules/ml-pipeline/src/pipeline
+        dvc pull -r experiments
+
+    - name: Push artifacts to Dev
+      env:
+        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
+        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
+      run: |
+        cd modules/ml-pipeline/src/pipeline
+        dvc push -r dev
+
+  Register-New-Model-Dev:
+    needs: [Register-Major-Model-Dev, Register-Minor-Model-Dev, Register-Patch-Model-Dev]
+    if: |
+      always() &&
+      (needs.Register-Major-Model-Dev.result == 'success' || needs.Register-Major-Model-Dev.result == 'skipped') &&
+      (needs.Register-Minor-Model-Dev.result == 'success' || needs.Register-Minor-Model-Dev.result == 'skipped') &&
+      (needs.Register-Patch-Model-Dev.result == 'success' || needs.Register-Patch-Model-Dev.result == 'skipped')
+
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+      with:
+        fetch-depth: 0
+
+    - name: Install packages to register model
+      run: |
+        pip install --upgrade pip
+        pip install -r modules/ml-pipeline/src/pipeline/requirements/version_control/requirements.txt
+
+    - name: Register Model
+      env:
+        TARGET_BRANCH: ${{ github.base_ref }}
+      run: |
+
+        REGISTER_MODEL_NAME=$(echo ${{ github.event.pull_request.head.ref }} | awk -F"-" '{print $1}')
+        # REGISTER_MODEL_NAME=$(echo ${{github.ref_name}} | awk -F"-" '{print $1}')
+
+        git config user.name "Github-Bot"
+        git config user.email "Github-Bot@no-reply.com"
+
+        latest_dev_version=$(gto history ${REGISTER_MODEL_NAME} --asc --plain | awk '{print $NF}' | awk '/dev/' | awk 'END {print}')
+        if [ -z "${latest_dev_version}" ]; then
+          increment_version="1"
+        else
+          increment_version=$(echo ${latest_dev_version} | awk '{print $NF}' | awk -F"#" '{print $3}' | awk '{$1++; print}')
+        fi
+
+        new_tag=${REGISTER_MODEL_NAME}#dev#${increment_version}
+        latest_version=$(gto show ${REGISTER_MODEL_NAME}@latest --ref | awk -F"@" '{print $2}')
+
+        echo ${new_tag}
+
+        commit_hash=$(gto history ${REGISTER_MODEL_NAME} --asc --plain | awk "/${latest_version}/" | awk '{print $(NF-1)}')
+        git checkout ${commit_hash}
+
+        # git pull #Get new model registry md file changes
+        git tag -a ${new_tag} -m "Assigning stage dev to artifact ${REGISTER_MODEL_NAME} version ${latest_version}"
+        git push origin ${new_tag}
+
+        git checkout ${TARGET_BRANCH}
+        git fetch --all
+        git pull
+
+        gto show --json > MODEL_REGISTRY.md
+        git add .
+        git commit -m "Update Registry"
+        git push origin ${TARGET_BRANCH}