diff --git a/.github/workflows/cml.yml b/.github/workflows/cml.yml
new file mode 100644
index 00000000..e00a6501
--- /dev/null
+++ b/.github/workflows/cml.yml
@@ -0,0 +1,24 @@
+name: model-training
+on: 
+  push:
+    branches:
+      - mlmodel
+jobs:
+  run:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+      - uses: iterative/setup-cml@v1
+      - name: Train model
+        env:
+          REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          pip install -r requirements.txt
+          ls
+          cd model_data/simulation_system
+          python3 training.py --train-filepath ./model_build_data/change_data/rdsap_full/train_validation_data.parquet --test-filepath ./model_build_data/change_data/rdsap_full/test_data.parquet
+
+          cd model_directory/RDSAP_CHANGE
+          cat model_registry.csv >> report.md
+