capable generative AI.What you would be doingWithin the project, you will conduct original research in the new and exciting field of efficient and adaptive LLM architectures and explore its applications across long-context understanding and reasoning (for code, maths, and agentic workflows) as well as long-horizon multimodal world modelling. … coding, strong foundations in mathematics (especially information theory, linear algebra, calculus), and knowledge in deep learning.Practical experience in a broad range of techniques including LLM training, evaluation, RLVR, PEFT, quantisation, tensor/data parallelism.Ideally, the candidate should have familiarity with CUDA kernels and/or Triton, and inference engines (vLLM ...