of Thought, ReAct, etc.). Knowledge of both proprietary and open-source model ecosystems (OpenAI, Anthropic, Mistral AI, Hugging... Face, models hosted on AWS/Azure/GCP, etc.). Experience with Cloud platforms (AWS, Azure, or GCP) and their associated...
, with deep proficiency in AI-centric libraries such as TensorFlow, PyTorch, and HuggingFace Transformers. Architect...
, HuggingFace) and RAG patterns Familiarity with vector databases (Pinecone, FAISS) Experience with Docker and Kubernetes...
AI, LangChain, HuggingFace) and RAG patterns Familiarity with vector databases (Pinecone, FAISS) Knowledge of DevOps practices...
. Exposure to generative AI or modern machine learning frameworks (e.g., HuggingFace Transformers, LangChain, embeddings, vector...
workflows Fine-tuning small language models (HuggingFace Transformers, TRL, PEFT, LoRA/QLoRA) Familiarity...
using platforms such as OpenAI, HuggingFace, Azure OpenAI, and orchestration tools like LangChain · Solid understanding...
. Leverage a broad stack of technologies - Pytorch, AWS Ultraclusters, HuggingFace, LangChain, Lightning, VectorDBs...
from noise Working knowledge of the model training and serving stack (for example PyTorch, HuggingFace, and inference...
using ML libraries such as PyTorch, HuggingFace, and W&B Experience building production ML or AI systems Solid practical...