AI/ML Engineering Lead

4 weeks ago


Hartford, Connecticut, United States Lorven technologies Full time
Job Description

Role: AI/ML Engineering Lead

Location: Onsite - Need Local Candidates only

At Lorven technologies, we are seeking an experienced AI/ML Engineering Lead to join our team. The ideal candidate will have a strong background in AI/ML development, with a focus on healthcare knowledge and claims processing.

Key Responsibilities:

  1. Lead the development of AI/ML models for healthcare claims processing.
  2. Design and implement AIML BOT development for healthcare knowledge.
  3. Develop and maintain Python-based data science stack, including Jupyter Notebook, Pandas, Matplotlib, and Sci-kit Learn.
  4. Implement NLP pipelines using Hugging Face for classification, generation, entity detection, and other tasks.
  5. Integrate LLM Application using Llama Index or Lang chain for semantic search, retrieval augmented generation, and hybrid search systems.
  6. Design and structure prompts using Open AI or Vertex AI or Llama APIs for LLM.
  7. Experience with Vector Databases such as PineCone, Qdrant, Vespa, Weaviate, etc.
  8. Familiarity with NLP evaluation metrics for retrieval and generation quality.
  9. Experience with cloud providers such as AWS, GCP, Azure for quick deployment of POCs.
  10. Familiarity with MongoDB Atlas data modeling, indexing, and querying.
  11. Familiarity with conversation AI platforms such as Kore AI, RASA, Google Dialog flow, CCAI, etc.
  12. Experience with Approximate Nearest Neighbor libraries such as FAISS, ANNOY, etc.
  13. Familiarity with advanced Prompting techniques such as Few-shot learning, Chain-of-thought, etc.

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