diff --git a/.gitignore b/.gitignore
index 0d743ee..8d609fb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -62,4 +62,4 @@ target/
 .ipynb_checkpoints
 
 .DS_Store
-
+.idea
diff --git a/lambda_packages/__init__.py b/lambda_packages/__init__.py
index 43fae95..ee260f8 100644
--- a/lambda_packages/__init__.py
+++ b/lambda_packages/__init__.py
@@ -86,5 +86,10 @@
         'version': '2016.8.27',
         'path': os.path.join(os.path.dirname(os.path.abspath(__file__)),
                             'regex', 'regex-2016.8.27.tar.gz')
+    },
+    'tensorflow': {
+        'version': '1.1.0',
+        'path': os.path.join(os.path.dirname(os.path.abspath(__file__)),
+                             'tensorflow', 'tensorflow-1.1.tar.gz')
     }
 }
diff --git a/lambda_packages/tensorflow/README.md b/lambda_packages/tensorflow/README.md
new file mode 100644
index 0000000..9aabafb
--- /dev/null
+++ b/lambda_packages/tensorflow/README.md
@@ -0,0 +1,7 @@
+## Build
+
+```
+./build.sh 1.1
+```
+
+Note: this was built on a m4.xlarge machine. That's probably overkill, but t2.micro is too small.
diff --git a/lambda_packages/tensorflow/build.sh b/lambda_packages/tensorflow/build.sh
new file mode 100644
index 0000000..c26853d
--- /dev/null
+++ b/lambda_packages/tensorflow/build.sh
@@ -0,0 +1,64 @@
+#!/bin/bash
+
+if [ -z "${1}" ]
+then
+    echo "usage: build.sh version"
+    exit 1;
+fi
+
+VERSION=${1}
+TMP_DIR="tensorflow_${VERSION}"
+
+mkdir ${TMP_DIR}
+cd  ${TMP_DIR}
+echo "Packaging ${PACKAGE}"
+
+echo "do update"
+sudo yum update -y
+
+sudo yum groupinstall -y "Development Tools"
+
+echo "do dependency install"
+
+# JDK 8: https://medium.com/@mertcal/easily-install-oracle-jdk8-on-your-ec2-instance-9317644a42fa
+sudo wget --no-cookies --no-check-certificate --header "Cookie: gpw_e24=http%3A%2F%2Fwww.oracle.com%2F; oraclelicense=accept-securebackup-cookie" "https://download.oracle.com/otn-pub/java/jdk/8u51-b16/jdk-8u51-linux-x64.rpm"
+sudo rpm -ivh jdk-8u51-linux-x64.rpm
+
+# Bazel
+wget https://github.com/bazelbuild/bazel/releases/download/0.4.5/bazel-0.4.5-installer-linux-x86_64.sh
+sudo bash bazel-0.4.5-installer-linux-x86_64.sh
+
+# Python dependencies
+sudo yum install python27-devel -y
+sudo pip install numpy wheel
+
+# Clone the repo
+git clone https://github.com/tensorflow/tensorflow
+cd tensorflow
+git checkout r${1}
+
+# Build TensorFlow. This takes about 26 minutes
+PYTHON_BIN_PATH=/usr/bin/python CC_OPT_FLAGS="-march=native" \
+TF_NEED_JEMALLOC=1 TF_NEED_GCP=0 TF_NEED_HDFS=0 TF_ENABLE_XLA=0 \
+TF_NEED_OPENCL=0 TF_NEED_CUDA=0 PYTHON_LIB_PATH="/usr/local/lib64/python2.7/site-packages" ./configure
+JAVA_HOME=/usr/java/latest bazel build -c opt //tensorflow/tools/pip_package:build_pip_package
+
+# Install into a new directory
+bazel-bin/tensorflow/tools/pip_package/build_pip_package /tmp/tensorflow_pkg/
+sudo pip install --upgrade pip
+mkdir package
+/usr/local/bin/pip install --no-dependencies --target package/ /tmp/tensorflow_pkg/*.whl
+
+# Make it smaller
+cd package
+rm -rf external
+rm -rf tensorflow/examples
+rm -rf tensorflow/tools
+rm -rf tensorflow/tensorboard
+for f in $(find . | grep '.so$')
+do
+    strip -x $f
+done
+
+# Archive it
+tar cvzf ~/tensorflow-${1}.tar.gz * && cd ~/
diff --git a/lambda_packages/tensorflow/tensorflow-1.1.tar.gz b/lambda_packages/tensorflow/tensorflow-1.1.tar.gz
new file mode 100644
index 0000000..c765bdc
Binary files /dev/null and b/lambda_packages/tensorflow/tensorflow-1.1.tar.gz differ