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NLP Experience using Hugging Face pipelines to perform various NLP tasks such as classification generation entity detection etc
LLM Application Hands on experience using LLamaIndex or Langchain to build semantic search retrieval augmented generation RAG hybrid search systems
Prompt Engineering Experience using Open AI or Vertex AI or Llama APIs to design and structure the inputs to an LLM programmatically
Vector Database Experience using Vector Databases such as PineCone Qdrant Vespa Weaviate etc
Evaluation Familiarity with NLP evaluation metrics used to assess retrieval and generation quality
Cloud: Experience using big cloud providers such as AWS GCP Azure to quickly deploy POCs
Python Expertise in Python Data Exploration and Data Science stack Jupiter Notebook Pandas Matplotlib Scikit Learn etc
NLP Experience using Hugging Face pipelines to perform various NLP tasks such as classification generation entity detection etc
LLM Application Hands on experience using LLamaIndex or Langchain to build semantic search retrieval augmented generation RAG hybrid search systems
Prompt Engineering Experience using Open AI or Vertex AI or Llama APIs to design and structure the inputs to an LLM programmatically
Vector Database Experience using Vector Databases such as PineCone Qdrant Vespa Weaviate etc
Evaluation Familiarity with NLP evaluation metrics used to assess retrieval and generation quality
Cloud: Experience using big cloud providers such as AWS GCP Azure to quickly deploy POCs
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