diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 000000000..2c5d9d837
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,6 @@
+.git
+.github
+bin/docker/
+data.db
+storage/
+target/
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 99a07430b..3220fd3f5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,7 +1,7 @@
-/target
 **/*.rs.bk
-/database.json.bz2
-/database.db
 /.idea/
 /config.toml
-/data.db
+/database.db
+/database.json.bz2
+/storage/data.db
+/target
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..a0b73a442
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,40 @@
+FROM lukemathwalker/cargo-chef:latest-rust-1.62.0 AS chef
+WORKDIR /app
+
+
+FROM chef AS planner
+COPY . .
+RUN cargo chef prepare --recipe-path recipe.json
+
+
+FROM chef AS builder
+COPY --from=planner /app/recipe.json recipe.json
+RUN cargo chef cook --release --recipe-path recipe.json
+COPY . .
+RUN cargo build --release --bin torrust-tracker
+
+
+FROM debian:bullseye-slim AS runtime
+WORKDIR /app
+
+ENV TZ=Etc/UTC \
+    APP_USER=appuser
+
+RUN groupadd $APP_USER \
+    && useradd -g $APP_USER $APP_USER \
+    && mkdir -p /app
+
+RUN chown -R $APP_USER:$APP_USER /app
+
+RUN apt-get -y update \
+  && apt-get -y upgrade \
+  && apt-get install -y sqlite3 libssl1.1
+
+EXPOSE 6969
+EXPOSE 1212
+
+COPY --from=builder /app/target/release/torrust-tracker /app
+
+USER $APP_USER
+
+ENTRYPOINT ["/app/torrust-tracker"]
diff --git a/bin/docker/build.sh b/bin/docker/build.sh
new file mode 100755
index 000000000..d082b74fa
--- /dev/null
+++ b/bin/docker/build.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+
+docker build -t torrust-tracker .
\ No newline at end of file
diff --git a/bin/docker/run.sh b/bin/docker/run.sh
new file mode 100755
index 000000000..41c93009b
--- /dev/null
+++ b/bin/docker/run.sh
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+docker run --rm -it \
+    -p 6969:6969 -p 1212:1212 \
+    --volume "$(pwd)/storage":"/app/storage" \
+    --mount type=bind,source="$(pwd)/config.toml",target=/app/config.toml \
+    torrust-tracker