diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..eacd1fb
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,47 @@
+name: CI/CD
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.9", "3.10", "3.11"]
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: "pip"
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -e .
+          pip install pytest pytest-cov black isort
+
+      - name: Check formatting with black
+        run: |
+          black --check anomaly_detection/ tests/
+
+      - name: Check import sorting with isort
+        run: |
+          isort --check-only anomaly_detection/ tests/
+
+      - name: Run tests with coverage
+        run: |
+          pytest tests/ --cov=anomaly_detection --cov-report=xml -v
+
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v4
+        with:
+          file: ./coverage.xml
+          fail_ci_if_error: true
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..df7d754
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,35 @@
+.PHONY: install test lint format check-format check-imports clean
+
+install:
+	pip install -e .
+	pip install pytest pytest-cov black isort
+
+test:
+	pytest tests/ --cov=anomaly_detection --cov-report=term-missing -v
+
+lint:
+	black --check anomaly_detection/ tests/
+	isort --check-only anomaly_detection/ tests/
+
+format:
+	black anomaly_detection/ tests/
+	isort anomaly_detection/ tests/
+
+check-format:
+	black --check anomaly_detection/ tests/
+
+check-imports:
+	isort --check-only anomaly_detection/ tests/
+
+clean:
+	find . -type d -name "__pycache__" -exec rm -r {} +
+	find . -type f -name "*.pyc" -delete
+	find . -type f -name "*.pyo" -delete
+	find . -type f -name "*.pyd" -delete
+	find . -type f -name ".coverage" -delete
+	find . -type d -name "*.egg-info" -exec rm -r {} +
+	find . -type d -name "*.egg" -exec rm -r {} +
+	find . -type d -name ".pytest_cache" -exec rm -r {} +
+	find . -type d -name ".coverage" -exec rm -r {} +
+	find . -type d -name "htmlcov" -exec rm -r {} +
+	find . -type f -name "coverage.xml" -delete 
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