diff --git a/apps/ml-service/Dockerfile b/apps/ml-service/Dockerfile
index c982036..78e9fee 100644
--- a/apps/ml-service/Dockerfile
+++ b/apps/ml-service/Dockerfile
@@ -5,7 +5,7 @@ COPY apps/ml-service/Cargo.toml apps/ml-service/Cargo.lock ./
 COPY apps/ml-service/src ./src
 RUN cargo build --locked --release
 
-FROM debian:trixie-slim AS runner
+FROM archlinux:latest AS runner
 
 WORKDIR /app
 ENV MODEL_PATH=/app/model/model.onnx
@@ -14,9 +14,7 @@ ENV ML_SERVICE_HOST=0.0.0.0
 ENV ML_SERVICE_PORT=8000
 ENV RUST_LOG=info
 
-RUN apt-get update \
-  && apt-get install -y --no-install-recommends ca-certificates \
-  && rm -rf /var/lib/apt/lists/*
+RUN pacman -Syu --noconfirm ca-certificates 2>/dev/null
 
 COPY --from=builder /app/target/release/zeavis-ml-service /usr/local/bin/zeavis-ml-service
 COPY Machine_Learning/model/model.onnx /app/model/model.onnx
diff --git a/docker-compose.yml b/docker-compose.yml
index 7a70dcd..6dfb16f 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -38,6 +38,8 @@ services:
       API_PORT: "3000"
       WEB_APP_URL: https://zeavisedu.asepharyana.my.id
       ML_SERVICE_URL: ${ML_SERVICE_URL:-http://zeavis-ml:8000}
+    ports:
+      - "3000:3000"
     labels:
       traefik.enable: "true"
       traefik.http.routers.zeavis-api.rule: Host(`api-zeavisedu.asepharyana.my.id`)
@@ -58,6 +60,8 @@ services:
     environment:
       MODEL_PATH: /app/model/model.onnx
       MODEL_INPUT_SIZE: "224"
+    ports:
+      - "8000:8000"
     labels:
       traefik.enable: "true"
       traefik.http.routers.zeavis-ml.rule: Host(`ml-zeavisedu.asepharyana.my.id`)