Contributing towards enhancement of AI frameworks/Workloads/Device software. Skills : Deep learning, Transformers, Pytorch internals, AI compilers, workload optimization techniques, Parallelism and memory optimization techniques for training large scale models (Deepspeed/FSDP) https://patents.google.com/?inventor=Ankur+Neog&oq=Ankur+Neog Contributor : Hugging Face, PyTorch