AI Solutions Engineer
1 day ago
Job Summary
We are seeking a highly skilled AI Solutions Engineer to join our team at Insight Global. This role involves designing, developing, and optimizing large language models (LLMs) for various applications. The ideal candidate will have hands-on experience with Python programming, particularly with web frameworks like FastAPI or Flask, and be proficient in using vector databases.
About the Role
This is an exciting opportunity for engineers who are passionate about pushing the boundaries of generative AI and creating cutting-edge solutions. You will work closely with multidisciplinary teams to develop innovative AI technologies that solve complex business problems. Your expertise will be crucial in integrating Lang Chain and associated libraries, building Retrieval-Augmented Generation (RAG) pipelines, and deploying scalable solutions on AWS.
Key Responsibilities
- Python Development: Design, develop, and maintain scalable web services using FastAPI or Flask frameworks. Write efficient, reusable, and modular Python code to support API-driven LLM applications.
- Lang Chain & Supporting Frameworks: Implement Lang Chain to build custom pipelines for document indexing, retrieval, and summarization. Integrate Lang Chains RAG capabilities with other components like vector stores and retrievers to support real-time querying and document processing.
- RAG Pipelines: Architect and deploy Retrieval-Augmented Generation (RAG) systems for chatbots, knowledge systems, and other generative AI applications. Optimize RAG systems for speed, accuracy, and scalability across multiple use cases.
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