diff --git a/Dockerfile b/Dockerfile
index 35ef6ce..a328468 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,4 @@
-# LTS Image
-FROM ubuntu:18.04
+FROM debian:buster-slim
 
 LABEL maintainer="github.google-sre-ebook@captnemo.in"
 
@@ -10,12 +9,15 @@ WORKDIR /src
 RUN apt-get update && apt-get install -y --no-install-recommends \
     build-essential \
     calibre \
+    file \
     pandoc \
     ruby \
     ruby-dev \
+    lmodern \
+    texlive-fonts-recommended \
+    texlive-xetex \
     wget \
     zlib1g-dev \
-    file \
     && gem install bundler --no-ri --no-rdoc \
     && gem update --system \
     && apt-get clean \
diff --git a/generate.sh b/generate.sh
index 156325d..21609fb 100755
--- a/generate.sh
+++ b/generate.sh
@@ -75,10 +75,10 @@ pandoc --from=html --to=epub                                 \
     complete.html
 
 # generate PDF from HTML
-pandoc --from=html --to=pdf                                 \
+pandoc --from=html \
+    --pdf-engine=xelatex \
     --output=../../../../../${BOOK_FILE}.pdf                \
     --metadata title="$BOOK_NAME" \
-    --pdf-engine=xelatex \
     --dpi=300 \
     -V book \
     --top-level-division=chapter \