Machine Learning, Computer Vision, System Design, human-robot interaction, Modeling, learning from demonstration, vision language models, reinforcement learning, motion planning, sim-to-real transfer, large-scale recommendation systems, digital agents, Robotics, dexterous manipulation, egocentric perception, embodied AI

Tensorflow, Pytorch, Python, deep learning frameworks, MindSpore

object detection , Jax, Tensorflow, Pytorch, Computer Vision, Python, Tracking, deep learning frameworks, vision-language models, 3D Vision, pose estimation, Segmentation, real-to-sim scene understanding

Machine Learning, programming, multi-agent systems, AI tools, explainable AI, transfer learning, reinforcement learning, fairness-aware modeling, reproducible research codebases, Optimization, constraint decision problems, multi-objective optimization

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

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

Version Control, multi-agent systems, experiment tracking, explainable AI, transfer learning, Documentation, human-centered decision-making approaches, fairness-aware modeling, reinforcement learning, AI tools for research, diffusion or spread models, large-scale constraint decision problems, multi-objective optimization

Deep Learning, user behavior modeling, Signal Processing, Generative AI, system identification, Transformers, environmental prediction, anomaly detection, AI and machine learning, time-series forecasting, time-series data, Control Systems