Smitha Kolan - Machine Learning Engineer

“Smitha Kolan - Machine Learning Engineer” delves into the intricacies of building robust machine learning models and leveraging advanced AI technologies. The document explores topics such as data augmentation, generative AI, and the importance of understanding and utilizing big data effectively. It emphasizes the need for deterministic and fault-tolerant systems in enterprise analytics, highlighting the challenges and solutions in implementing retrieval-augmented generation (RAG) pipelines. Through a blend of practical examples and theoretical concepts, the document offers insights into the evolving landscape of AI engineering and the critical role of data processing and analysis in modern machine learning applications.