Overview

AI Engineer (2 - 4 Years Experience) Company Description: Idea Elan LLC is a product based company that provides comprehensive software solutions for research facilities in Universities and Institutions worldwide.

Responsibilities

• Develop and deploy AI/ML models with a focus on NLP, Generative AI, RAG, and Time Series Forecasting workflows. 2. Engineer and refine prompts to optimize performance for large language models (LLMs) and generative AI applications. 3.
• Implement and maintain data preprocessing pipelines, including data cleansing, feature engineering, embedding generation, and transformation for time series data. 4.
• Develop end-to-end solutions integrating LLMs with VectorDB (e.g., Weaviate, Pinecone, FAISS) for document retrieval, semantic search, and contextual query answering. 5.
• Utilize LangGraph and other Generative AI frameworks to build structured workflows for LLM-based applications. 6. Train and fine-tune machine learning models, including LLMs, to optimize performance for various use cases. 7.
• Analyze and interpret complex datasets, including time series data, ensuring scalable and efficient AI model deployment. 8.
• Collaborate with cross-functional teams to integrate AI/ML models into existing systems and workflows. 9.
• Ensure models are robust, scalable, and adhere to best practices in ethical AI development. 10.
• Conduct testing, performance benchmarking, and iterative refinements of AI models and pipelines. 11.
• Stay updated with the latest advancements in AI/ML, NLP, and cloud technologies and recommend integration strategies for emerging tools and techniques. 12.