Industrial · Fractional CTO · Industrial AI programme
Role: Michele Sanna. Chief Technology Officer (contract, pre-SerSan)Industrial · Computer Vision · Predictive Maintenance · RLPrior experience — Michele Sanna, fractional CTO contractStatus: Completed
Five-month CTO contract running a cross-functional industrial-AI programme: predictive maintenance across the asset fleet, vision-based defect detection on Jetson edge devices, and a model-based RL controller (MuZero-inspired) tuning setpoints on a continuous process under quality constraints. Tuscany-based luxury manufacturer.
- Python
- PyTorch
- ONNX
- NVIDIA Jetson
- TimescaleDB
- Grafana
- MLflow
- Kubernetes (on-prem)
- OPC-UA
- MQTT
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Dec 2024 → Apr 2025Five-month CTO contract through to handover
3 surfacesPredictive maintenance · vision defect detection · RL setpoint control
On-premKubernetes-based MLOps stack, fully behind plant firewall
EdgeJetson devices running ONNX-exported models on the line
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