- Design and develop large language models using artificial intelligence techniques to improve natural language processing capabilities.
- Collaborate with cross-functional teams to integrate machine learning algorithms into existing systems, ensuring seamless integration with AWS infrastructure.
- Develop and maintain high-quality codebase for retrieval augmented generation, including data preprocessing, feature engineering, and model evaluation.
- Provide technical guidance on best practices in AI/ML architecture design, ensuring scalability, reliability, and performance.
Job Requirements :
- 11-20 years of experience in software development with expertise in artificial intelligence (AI) and machine learning (ML).
- Robust understanding of large language modeling concepts such as transformers and generative adversarial networks (GANs).
- Proficiency in working with cloud-based platforms like AWS for deploying ML models at scale.
- Experience with retrieval augmented generation techniques for improving text summarization accuracy.