PhD - Foundation Models and Agentic AI for Industrial Automation

Tasks

• Develop methods for model adaptation validation and deployment
• Develop solutions for bounded predictable model performance
• Enhance brownfield automation platforms with foundation model capabilities
• Ensure compatibility with industrial safety and automation standards
• Ensure latency determinism and functional safety requirements
• Integrate foundation models into manufacturing process industry and cyber physical systems
• Investigate foundation model applications in industrial environments

Perks/Benefits

• N/A

Skills/Tech-stack

Accelerated inference | C plus plus | Deep learning | Edge AI | Embedded Systems | EtherCAT | Formal verification | Functional Safety | Knowledge Distillation | Machine Learning | Model Pruning | Model Quantization | OPC UA | PLC | Profinet | Python | Real Time | Real-time Systems | Time Systems