, scalability, and cost efficiency using frameworks like DeepSpeed, PyTorch Lightning, and HuggingFace Accelerate. Agentic... Training: DeepSpeed, PyTorch FSDP, HuggingFace PEFT, LoRA/QLoRA Evaluation Metrics for LLMs Distributed Training: Ray (Core...
. Strong programming skills: Proficiency in Python and experience with AI frameworks such as TensorFlow, PyTorch, Keras or HuggingFace...
technologies and LLM frameworks, LLM model registries (HuggingFace), LLM APIs, embedding models, and vector databases Employ...
AI Development: Develop and fine-tune generative AI models using frameworks like TensorFlow, PyTorch, or HuggingFace. Implement...
, HuggingFace, and modern ML ops/deployment environments. Track record of technical leadership, including mentoring...
in Python and familiarity with ML frameworks (e.g., PyTorch, TensorFlow, HuggingFace Transformers). Solid understanding...
pipelines Machine learning inference experience: PyTorch, ONNX, HuggingFace Familiarity with AI models used in RAN: CSI...
engineering, model evaluation, and deployment. Familiarity with LLM platforms and tools (such as OpenAI, HuggingFace, or similar...
such as OpenAI, HuggingFace Transformers, LangChain, or Semantic Kernel. 1+ years experience with agentic AI architectures...
such as PyTorch, TensorFlow, HuggingFace Transformers, or similar. Ability to develop workflow automation via an agentic framework...