AI/ML Engineering Lead
4 weeks ago
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:
- Lead the development of AI/ML models for healthcare claims processing.
- Design and implement AIML BOT development for healthcare knowledge.
- Develop and maintain Python-based data science stack, including Jupyter Notebook, Pandas, Matplotlib, and Sci-kit Learn.
- Implement NLP pipelines using Hugging Face for classification, generation, entity detection, and other tasks.
- Integrate LLM Application using Llama Index or Lang chain for semantic search, retrieval augmented generation, and hybrid search systems.
- Design and structure prompts using Open AI or Vertex AI or Llama APIs for LLM.
- Experience with Vector Databases such as PineCone, Qdrant, Vespa, Weaviate, etc.
- Familiarity with NLP evaluation metrics for retrieval and generation quality.
- Experience with cloud providers such as AWS, GCP, Azure for quick deployment of 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 with Approximate Nearest Neighbor libraries such as FAISS, ANNOY, etc.
- Familiarity with advanced Prompting techniques such as Few-shot learning, Chain-of-thought, etc.
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