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Kartik Singhal, a visionary machine learning engineer, sees an emerging revolution in Natural Language Processing (NLP) that could transform e-commerce. With advancements in generative artificial intelligence and large language models, NLP is redefining how computers understand and utilize human languages. Singhal’s experience in scalable systems and backend infrastructure has allowed him to witness the impact of NLP in e-commerce, particularly in search and product discovery.