by Luis Pacheco and Uday Yallapragada Introduction to Multiclass Text Classification with LLMs Multiclass text classification (MTC) is a natural language processing (NLP) task where text is categorized into multiple predefined categories or classes. Traditional approaches rely on training machine learning models, requiring labeled data and iterative fine-tuning. However, with the advent of large language […]
Uday Yallapragada
Uday Yallapragada is a seasoned senior solutions architect at Perficient with over 20 years of experience in machine learning and software development. Uday brings a wealth of expertise in generative AI, machine learning, natural language processing and data science pipelines. He led successful execution of solutions for several use cases ranging from retrieval augmented generation, recommendation engines and text classifiers to network analysis. Uday has a passion for designing and developing responsible end-to-end AI and ML solutions.
