diff --git a/fraud_service/Dockerfile b/fraud_service/Dockerfile
new file mode 100644
index 0000000..8ad6c65
--- /dev/null
+++ b/fraud_service/Dockerfile
@@ -0,0 +1,27 @@
+FROM python:3.10-slim
+
+ENV PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1
+
+WORKDIR /app
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    build-essential \
+    libpq-dev \
+  && rm -rf /var/lib/apt/lists/*
+
+COPY services/fraud_service/requirements.txt /app/requirements.txt
+RUN pip install --no-cache-dir -r /app/requirements.txt
+
+COPY services/fraud_service/app /app/app
+
+EXPOSE 8000
+
+ENV KAFKA_BOOTSTRAP_SERVERS=kafka:9092 \
+    KAFKA_TOPIC=transactions \
+    POSTGRES_URI=postgresql+psycopg2://admin:admin@postgres:5432/frauddb \
+    MLFLOW_TRACKING_URI=http://mlflow:5000 \
+    MLFLOW_MODEL_NAME=fraud_detector \
+    MLFLOW_MODEL_STAGE=Production
+
+CMD uvicorn app.main:app --host 0.0.0.0 --port 8000
diff --git a/fraud_service/requirement.txt b/fraud_service/requirement.txt
new file mode 100644
index 0000000..0318886
--- /dev/null
+++ b/fraud_service/requirement.txt
@@ -0,0 +1,12 @@
+fastapi==0.111.0
+uvicorn[standard]==0.30.0
+kafka-python==2.0.2
+mlflow==2.14.1
+psycopg2-binary==2.9.9
+SQLAlchemy==2.0.30
+pydantic==2.7.1
+scikit-learn==1.4.2
+numpy==1.26.4
+python-dotenv==1.0.1
+
+