diff --git a/.gitignore b/.gitignore
index fa05ad8b487305902cc0744fb9c194ddd937128d..5ed641567d03bbc77f0c409b17ad8126737ad189 100644
--- a/.gitignore
+++ b/.gitignore
@@ -26,7 +26,7 @@ _work/
 .pytest_cache/
 results*/
 *_version.py
-.pixi
 .venv
+.pixi
 pixi.toml
 pixi.lock
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..a1eb1c81fda268121a3d029d4fc9eae5dbb812de
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,10 @@
+FROM mambaorg/micromamba:focal-cuda-12.3.1
+
+USER root
+RUN apt-get update && apt-get install -y --no-install-recommends nvidia-utils-545 && rm -rf /var/lib/apt/lists/*
+USER $MAMBA_USER
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER dist /tmp/dist
+
+ENV CONDA_OVERRIDE_CUDA=12.0
+RUN micromamba install --name base --yes --override-channels -c /tmp/dist -c conda-forge python=3.11 mednet 'pytorch=*=cuda120*' && micromamba clean --all --yes && rm -rf /tmp/dist