AI/ML Lead - St, Hartford, CT 06103 - Onsite

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Company: Lorven Technologies Inc

Location: Hartford, CT 06106

Description:

Role: AI/ML Lead

Location: CT Hartford - City Place I, 185 Asylum St, Hartford, CT 06103 - Onsite - Need Local Candidates only

Job Description:
  • 8-10 Years of AI/ML experience.
  • AIML BOT development (Mandatory) Healthcare knowledge on claims , benefits
  • Python: Expertise in Python Data Exploration and Data Science stack - Jupyter Notebook, Pandas, Matplotlib, Sci-kit 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 Llama Index or Lang chain 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.
  • Familiarity with MongoDB Atlas data modeling, indexing, and querying.
  • Familiarity with conversation AI platforms such as Kore AI, RASA, Google Dialog flow, CCAI, etc
  • Experience using Approximate Nearest Neighbor libraries such as FAISS, ANNOY, etc.
  • Familiarity with advanced Prompting techniques such as Few-shot learning, Chain-of-thought, etc. and leverage various features such as function calling, Responsible AI, etc.
  • Familiarity with improving the vector indexing, Query Expansion, Cross-encoder reranking, Training and utilizing Embedding Adapters.

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