diff --git a/.gitattributes b/.gitattributes
index 51e0d504bceb99453752a0b3468c89abd81115a1..ba4f4a72c2a2420d01577c62d00ad5f807052345 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -50,3 +50,55 @@ models/production/model/models/XGBoost_BAG_L2/S1F3/xgb.ubj filter=lfs diff=lfs m
 models/production/model/models/XGBoost_BAG_L2/S1F4/xgb.ubj filter=lfs diff=lfs merge=lfs -text
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 models/production/model/models/XGBoost_BAG_L2/utils/oof.pkl filter=lfs diff=lfs merge=lfs -text
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diff --git a/README.md b/README.md
index db0c36266b548bc42c3819f1dc4c35151ed98c42..0569271d279b80b65b0610e1d8ff73940d0c47e0 100644
--- a/README.md
+++ b/README.md
@@ -219,26 +219,4 @@ AutoML-MLOps-PipeLine/
 └── requirements.txt          # Python dependencies
 ```
 
-## 🤝 Contributing
-
-Contributions welcome! Please open an issue or submit a PR.
-
-## 📄 License
-
-MIT License - see [LICENSE](LICENSE) file
-
-## 🔗 Links
-
-- **GitHub**: https://github.com/Abeshith/AutoML-MLOps-PipeLine
-- **HuggingFace Space**: https://huggingface.co/spaces/Abeshith/AutoML_MLOps_PipeLine
-- **MLflow Tracking**: https://dagshub.com/abheshith7/AutoML-MLOps-PipeLine.mlflow
-
-## 👤 Author
-
-**Abeshith**
-- GitHub: [@Abeshith](https://github.com/Abeshith)
-- HuggingFace: [@Abeshith](https://huggingface.co/Abeshith)
-
----
-
 ⭐ Star this repo if you find it helpful!
diff --git a/artifacts/data_validation/status.txt b/artifacts/data_validation/status.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81222fe101a555cb15e8d82c2e28d751c793aec1
--- /dev/null
+++ b/artifacts/data_validation/status.txt
@@ -0,0 +1 @@
+Validation passed
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diff --git a/artifacts/logs/predictions/.gitkeep b/artifacts/logs/predictions/.gitkeep
new file mode 100644
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diff --git a/artifacts/logs/training/.gitkeep b/artifacts/logs/training/.gitkeep
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diff --git a/artifacts/model_evaluation/metrics.json b/artifacts/model_evaluation/metrics.json
new file mode 100644
index 0000000000000000000000000000000000000000..a19a9fe8ce33d76fab2ee219ddab53fc6e5eb309
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+++ b/artifacts/model_evaluation/metrics.json
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+  "test_precision": 0.8867633828292247,
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+}
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diff --git a/artifacts/model_pusher/push_metadata.json b/artifacts/model_pusher/push_metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..113e9654c2b35b737b2292fb18cc942e1beffca6
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@@ -0,0 +1,6 @@
+{
+    "pushed_at": "2026-02-12T09:40:51.954055",
+    "source_path": "artifacts\\model_trainer\\model",
+    "destination_path": "models\\production\\model",
+    "status": "success"
+}
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new file mode 100644
index 0000000000000000000000000000000000000000..d114752efad2a1e504a4619f00ef54feb74feed4
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index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/artifacts/reports/model_evaluation/.gitkeep b/artifacts/reports/model_evaluation/.gitkeep
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391