AI ecosystem, when to use which tools, available models such as GPT, Llama, HuggingFace etc. and libraries such as Langchain...
: Postgres, MongoDB, Redis, Elasticsearch. AI Stack: OpenAI / Azure OpenAI, LangChain, LlamaIndex, Pinecone / Weaviate, Hugging... Face. DevOps: Docker, Kubernetes, Helm, GitHub Actions, Terraform. Observability: Prometheus, Grafana, Datadog, ELK/EFK...
foundation models (e.g., OpenAI, Azure OpenAI, HuggingFace) for domain-specific applications. · Evaluate and optimize LLM... Azure OpenAI, Azure ML, HuggingFace, or AWS Bedrock. Technical Expertise · Proficiency in Python and SQL, including...
.: Transformers, HuggingFace, TensorFlow, PyTorch, NumPy, Scikit-Learn, Pandas) Ability to design experiments and training...
learning and natural language processing (NLP) is required. Familiarity with NLP libraries and tools (e.g., spaCy, HuggingFace...
, Mistral) and associated libraries (e.g., HuggingFace Transformers). Familiar with retrieval-augmented generation (RAG...
SageMaker, HuggingFace, Transformers, PyTorch, PyTorch Lightning, Ray, scikit-learn, Jupyter, Weights & Biases...
specifically on LLM or GenAI operations. Strong experience deploying models using frameworks such as HuggingFace Transformers...
in Python and modern AI frameworks such as PyTorch, TensorFlow, HuggingFace Transformers, LangChain, LlamaIndex, or similar...
, Ray, HuggingFace). Expertise in data architecture, feature engineering, and experimentation pipelines at enterprise...