diff --git a/Dockerfile b/Dockerfile
index 2f3b5f7..324ba68 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,9 +4,13 @@ FROM rofrano/nyu-devops-base:sp23
 # This build image needs to be root
 USER root
 
+# Install Selenium, Chrome and Firefox
 RUN apt-get update && \
-    apt-get install -y chromium-driver python3-selenium
+    apt-get install -y --no-install-recommends ca-certificates chromium-driver firefox-esr python3-selenium
 
-WORKDIR /app
+# Install platform specific tools
+COPY install-tools.sh /tmp/
+RUN cd /tmp && bash ./install-tools.sh
 
+WORKDIR /app
 CMD ["/bin/bash"]
diff --git a/install-tools.sh b/install-tools.sh
new file mode 100644
index 0000000..1e73209
--- /dev/null
+++ b/install-tools.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+######################################################################
+# This script installs tools that are platform specific
+######################################################################
+
+echo "**********************************************************************"
+echo "Installing Gecko Driver..."
+echo "**********************************************************************"
+
+if [ $(uname -m) == aarch64 ]; then
+    echo "ARM64 platform detected."
+    wget -qO - https://github.com/mozilla/geckodriver/releases/download/v0.33.0/geckodriver-v0.33.0-linux-aarch64.tar.gz | tar xz
+else
+    echo "x86_64 platform detected."
+    wget -qO - https://github.com/mozilla/geckodriver/releases/download/v0.33.0/geckodriver-v0.33.0-linux64.tar.gz | tar xz
+fi;
+sudo install geckodriver /usr/bin/
+rm geckodriver