diff --git a/maestro.def b/maestro.def
new file mode 100644
index 00000000..fcd54a84
--- /dev/null
+++ b/maestro.def
@@ -0,0 +1,65 @@
+Bootstrap: docker
+From: ubuntu:22.04
+
+%post
+
+    # Install dependencies
+    apt-get -y update
+    apt-get install -y software-properties-common 
+    apt-get upgrade -y 
+    apt-get install -y build-essential python3 python3-pip git wget clang lld libzstd-dev libomp-dev
+    python3 -m pip install --upgrade pip 
+    python3 -m pip install 'cmake==3.22'
+
+    # Add GitHub trusted host
+    mkdir -p ~/.ssh
+    touch ~/.ssh/known_hosts 
+    ssh-keyscan github.com >> ~/.ssh/known_hosts 
+    chmod 700 ~/.ssh  
+    chmod 644 ~/.ssh/known_hosts 
+
+    # Install ROCm
+    mkdir --parents --mode=0755 /etc/apt/keyrings
+    wget --no-check-certificate https://repo.radeon.com/rocm/rocm.gpg.key -O - | \
+        gpg --dearmor | tee /etc/apt/keyrings/rocm.gpg > /dev/null
+    
+    echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/6.3.2 jammy main" \
+        | tee --append /etc/apt/sources.list.d/rocm.list
+    
+    printf "Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600\n" | tee /etc/apt/preferences.d/rocm-pin-600  
+    
+    apt-get -y update
+    ROCM_VERSION=$(apt-cache search rocm-dev[0-9] | awk '{print $1}' | sed 's/rocm-dev//g')
+    apt-get install -y rocm-dev6.3.2 rocm-llvm-dev6.3.2 rocm-hip-runtime-dev6.3.2 rocm-smi-lib6.3.2 rocminfo6.3.2
+    export PATH=/opt/rocm/bin:$PATH
+    export LD_LIBRARY_PATH=/opt/rocm/lib:$LD_LIBRARY_PATH
+    export ROCM_PATH=/opt/rocm
+
+    # Install logduration
+    export SSH_AUTH_SOCK={{ SSH_AUTH_SOCK }}
+    cd /root
+    git clone -v git@github.com:AARInternal/logduration.git
+    cd logduration
+    git submodule update --init --recursive
+    mkdir -p build 
+    cmake -DCMAKE_INSTALL_PREFIX=/opt/logduration -DCMAKE_PREFIX_PATH=${ROCM_PATH} -DLLVM_INSTALL_DIR=/opt/rocm/llvm -DCMAKE_BUILD_TYPE=Release -DCMAKE_VERBOSE_MAKEFILE=ON -S . -B build 
+    cmake --build build --target install
+
+    # Install rocprof-compute
+    cd /root
+    git clone -v git@github.com:ROCm/rocprofiler-compute.git
+    cd rocprofiler-compute
+    export INSTALL_DIR=/opt/rocprofiler-compute
+    python3 -m pip install -t ${INSTALL_DIR}/python-libs -r requirements.txt
+    mkdir build
+    cd build
+    cmake -DCMAKE_INSTALL_PREFIX=${INSTALL_DIR}/3.0.0 \
+        -DPYTHON_DEPS=${INSTALL_DIR}/python-libs \
+        -DMOD_INSTALL_PATH=${INSTALL_DIR}/modulefiles/rocprofiler-compute ..
+    make install
+    export PATH=${INSTALL_DIR}/3.0.0/bin:$PATH
+
+    # Install guided-tuning (JBs tool)
+    cd /root
+    git clone -v git@github.com:AARInternal/guided-tuning.git
+    python3 -m pip install pandas duckdb
diff --git a/run.sh b/run.sh
new file mode 100755
index 00000000..decf6aa6
--- /dev/null
+++ b/run.sh
@@ -0,0 +1,21 @@
+#!/bin/bash
+
+timestamp=$(date +"%Y%m%d_%H%M%S")
+
+# Auto config SSH agent
+if [ ! -S ~/.ssh/ssh_auth_sock ]; then
+    eval `ssh-agent` > /dev/null
+    ln -sf "$SSH_AUTH_SOCK" ~/.ssh/ssh_auth_sock
+fi
+export SSH_AUTH_SOCK=~/.ssh/ssh_auth_sock
+[ -f ~/.ssh/id_rsa ] && ssh-add ~/.ssh/id_rsa
+[ -f ~/.ssh/id_ed25519 ] && ssh-add ~/.ssh/id_ed25519
+
+ssh_auth_sock_path=$(readlink -f "$SSH_AUTH_SOCK")
+# Build the Singularity container
+#   --build-arg SSH_AUTH_SOCK=$SSH_AUTH_SOCK is used to pass the SSH agent socket to the container
+#   (advantage of this method is that the key is at no point copied to the container image.)
+#   If your SSH_AUTH_SOCK will not already bound to the container, and is available at /run/..., add `--bind /run` to the build command
+apptainer build \
+    --build-arg SSH_AUTH_SOCK=${ssh_auth_sock_path} \
+    "maestro_${timestamp}.sif" maestro.def
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