Diverse Lynx - Austin, TX

posted 3 months ago

Full-time
Austin, TX
Professional, Scientific, and Technical Services

About the position

As a Gen AI Developer at Diverse Lynx LLC, you will play a pivotal role in designing and developing cutting-edge generative AI platforms and frameworks aimed at accelerating the development of various use cases. This position requires a deep understanding of AI technologies and the ability to create robust solutions that can handle complex data processing tasks. You will be responsible for developing pipelines that efficiently parse documents, chunk them into manageable pieces, vectorize the data, and persist these vector stores for future use. Your expertise in designing vector store schemas will be crucial in ensuring that the data is organized and accessible for various applications. In addition to data processing, you will be tasked with developing prompt templates utilizing various prompt engineering techniques to effectively interact with large language models (LLMs). Your experience in prompting with few-shot examples will enhance the performance of these models, allowing for more accurate and contextually relevant outputs. You will also be involved in the development of semantic agents and the interfaces that connect these agents, ensuring seamless communication and functionality. Collaboration is key in this role, as you will work closely with architects and full-stack developers to deliver comprehensive generative AI solutions. Implementing best practices for data management and model deployment will be essential to maintain the integrity and efficiency of the systems you develop. Furthermore, you will be responsible for ensuring the scalability and performance of generative AI solutions, which is critical for meeting the demands of a growing user base and evolving technological landscape.

Responsibilities

  • Design and develop generative AI platforms and frameworks to accelerate use case development.
  • Develop pipelines to parse documents, chunk, vectorize, and persist vector stores.
  • Design vector store schemas.
  • Develop prompt templates with various prompt engineering techniques to interact with LLMs.
  • Experience in prompting with few-shot examples.
  • Develop semantic agents and interfaces between the agents.
  • Develop microservices and expose them as APIs.
  • Collaborate with architects and full-stack developers to deliver generative AI solutions.
  • Implement best practices for data management and model deployment.
  • Ensure the scalability and performance of generative AI solutions.

Requirements

  • Proven experience in designing and developing generative AI platforms.
  • Strong knowledge of data processing pipelines and vectorization techniques.
  • Experience in designing vector store schemas.
  • Proficiency in prompt engineering techniques, particularly with few-shot examples.
  • Experience in developing semantic agents and APIs.
  • Ability to collaborate effectively with cross-functional teams.
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