Machine Learning, Pytorch, software testing, Python, Autonomous Driving System testing, AI security, trustworthy AI, bug fixes

pruning , Pytorch, Python, sim-to-real evaluation, domain adaptation, pre-training, quantisation, Physical AI, Embodied AI, TensorRT, knowledge distillation, edge devices, model compression, embedded platforms, ONNX, Robotics, Foundation Models, real-time AI inference pipelines, Multimodal AI, computational graph optimisation, synthetic data generation

Machine Learning, Unsupervised Learning, Python, agentic AI, adversarial machine learning, debugging complex ML failure modes, reverse engineering model behaviors, supervised learning, generative models, reinforcement learning, data poisoning, ML safety, evaluating frontier AI systems, prompt injection, ML interpretability, multi-object optimization, adversarial robustness, model backdoor detection, adversarial machine learning AI agent security, red-teaming frontier AI systems

Jax, Pytorch, Python, reinforcement learning

Pytorch, Machine Learning, Python, Software testing, ADS testing, Bug fixes, Trustworthy AI, AI testing

Pytorch, C++, Python, Cuda, foundation models, Llm

Pytorch, C++, Python, Cuda, foundation models, Llm

Software Engineering, C, Cybersecurity, Python, Deep Learning

Pytorch, C++, Python, Cuda, foundation models, Llm

Python, Sql, data processing tools