diff --git a/apps/face_detection/BUILD b/apps/face_detection/BUILD
new file mode 100644
index 0000000..364b682
--- /dev/null
+++ b/apps/face_detection/BUILD
@@ -0,0 +1,13 @@
+# TODO(lekva): figure out how to build py_binary with pip dependencies and
+# migrate off of shell script running docker build
+sh_binary(
+	name = "container",
+	srcs = ["container.sh"],
+	data = glob(["*.py"]) + [
+	     "Dockerfile",
+	     "haarcascade_frontalface_default.xml",
+	],
+	deps = [
+	     "@bazel_tools//tools/bash/runfiles",
+	],
+)
diff --git a/apps/face_detection/chart/templates/pcloud/Actions.yaml b/apps/face_detection/chart/templates/pcloud/Actions.yaml
index 32b2a99..0b00bb1 100644
--- a/apps/face_detection/chart/templates/pcloud/Actions.yaml
+++ b/apps/face_detection/chart/templates/pcloud/Actions.yaml
@@ -8,8 +8,8 @@
     spec:
       containers:
       - name: detect-faces
-        image: giolekva/face-detector:latest
+        image: {{ .Values.image.name }}:{{ .Values.image.tag }}
         imagePullPolicy: Always
-        command: ["python3", "main.py"]
+        command: ["/face_detector"]
         args: [{-{ .PCloudApiAddr }-}, {-{ .ObjectStoreAddr }-}, {-{ .Id }-}]
       restartPolicy: Never
diff --git a/apps/face_detection/chart/values.yaml b/apps/face_detection/chart/values.yaml
index 987d303..d722483 100644
--- a/apps/face_detection/chart/values.yaml
+++ b/apps/face_detection/chart/values.yaml
@@ -1,8 +1,4 @@
-replicas: 1
 image:
-  name: giolekva/minio-importer
+  name: localhost:30500/giolekva/face-detector
   tag: latest
   pullPolicy: Always
-servicePort: 80
-containerPort: 1234
-pcloudApiAddress: http://api.pcloud.svc:1111/graphql
\ No newline at end of file
diff --git a/apps/face_detection/container.sh b/apps/face_detection/container.sh
new file mode 100755
index 0000000..3797332
--- /dev/null
+++ b/apps/face_detection/container.sh
@@ -0,0 +1,31 @@
+#!/bin/sh
+
+# --- begin runfiles.bash initialization ---
+# Copy-pasted from Bazel's Bash runfiles library (tools/bash/runfiles/runfiles.bash).
+set -euo pipefail
+if [[ ! -d "${RUNFILES_DIR:-/dev/null}" && ! -f "${RUNFILES_MANIFEST_FILE:-/dev/null}" ]]; then
+    if [[ -f "$0.runfiles_manifest" ]]; then
+        export RUNFILES_MANIFEST_FILE="$0.runfiles_manifest"
+    elif [[ -f "$0.runfiles/MANIFEST" ]]; then
+        export RUNFILES_MANIFEST_FILE="$0.runfiles/MANIFEST"
+    elif [[ -f "$0.runfiles/bazel_tools/tools/bash/runfiles/runfiles.bash" ]]; then
+        export RUNFILES_DIR="$0.runfiles"
+    fi
+fi
+if [[ -f "${RUNFILES_DIR:-/dev/null}/bazel_tools/tools/bash/runfiles/runfiles.bash" ]]; then
+    source "${RUNFILES_DIR}/bazel_tools/tools/bash/runfiles/runfiles.bash"
+elif [[ -f "${RUNFILES_MANIFEST_FILE:-/dev/null}" ]]; then
+    source "$(grep -m1 "^bazel_tools/tools/bash/runfiles/runfiles.bash " \
+    	                 "$RUNFILES_MANIFEST_FILE" | cut -d ' ' -f 2-)"
+else
+    echo >&2 "ERROR: cannot find @bazel_tools//tools/bash/runfiles:runfiles.bash"
+    exit 1
+fi
+# --- end runfiles.bash initialization ---
+
+DOCKERFILE="$(rlocation __main__/apps/face_detection/Dockerfile)"
+
+docker build \
+       --tag=localhost:30500/giolekva/face-detector \
+       --file=$DOCKERFILE \
+       "$(dirname "$DOCKERFILE")"