diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
new file mode 100644
index 0000000..50a8403
--- /dev/null
+++ b/.github/workflows/build.yaml
@@ -0,0 +1,47 @@
+name: Build and push container image
+
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      - main
+
+jobs:
+  build-and-push:
+    runs-on: ubuntu-latest
+    steps:
+
+    # For biggish images, github actions runs out of disk space.
+    # So we cleanup some unwanted things in the disk image, and reclaim that space for our docker use
+    # https://github.com/actions/virtual-environments/issues/2606#issuecomment-772683150
+    # and https://github.com/easimon/maximize-build-space/blob/b4d02c14493a9653fe7af06cc89ca5298071c66e/action.yml#L104
+    # This gives us a total of about 52G of free space, which should be enough for now
+    - name: cleanup disk space
+      run: |
+        sudo rm -rf /usr/local/lib/android /usr/share/dotnet /opt/ghc
+        df -h
+
+    - name: Checkout files in repo
+      uses: actions/checkout@main
+
+    - name: Build and push the image to quay.io
+      uses: jupyterhub/repo2docker-action@master
+      with:
+        # Make sure username & password/token pair matches your registry credentials
+        DOCKER_USERNAME: ${{ secrets.QUAY_USERNAME }}
+        DOCKER_PASSWORD: ${{ secrets.QUAY_PASSWORD }}
+        DOCKER_REGISTRY: "quay.io"
+        # Disable pushing a 'latest' tag, as this often just causes confusion
+        LATEST_TAG_OFF: true
+        # Put repo contents in /srv/repo, rather than the default (/home/jovyan). The home directory
+        # is mounted over by persistent storage when we are using the built image in a JupyterHub, and
+        # so all contents put in /home/jovyan are lost. This particularly prevents any 'start' script from
+        # working, as it is needed in runtime.
+        REPO_DIR: /srv/repo
+        #
+        # Uncomment and modify the following line with your image name, otherwise no push will happen
+        IMAGE_NAME: "leap-stc/metaflux"
+
+    # Lets us monitor disks getting full as images get bigger over time
+    - name: Show how much disk space is left
+      run: df -h
diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..910504a
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,23 @@
+channels:
+  - conda-forge
+  - pytorch
+dependencies:
+  - jupyter_contrib_nbextensions==0.5.1
+  # Required until https://github.com/jupyterhub/repo2docker/pull/1196 is merged
+  - jupyterhub-singleuser>=3.0,<4.0
+  # User requirments
+  - python=3.9
+  - geopandas==0.9.0
+  - numpy==1.23.4
+  - plotly==4.14.3
+  - PyYAML==6.0
+  - tqdm==4.54.1
+  - seaborn
+  - pip
+  - pip:
+    - pandas==1.5.0
+    - matplotlib==3.3.2
+    - torch==1.11.0
+    - scikit_learn==1.1.3
+    - xarray==2022.10.0
+    - learn2learn==0.1.7