Kartik Singhal, a visionary machine learning engineer specializing in Natural Language Processing (NLP), sees an emerging revolution that could radically transform how users interact with e-commerce and other business services. With the advent of generative artificial intelligence (GenAI) and large language models (LLM), he anticipates text processing will be redefined.