In recent years, the field of artificial intelligence has witnessed unprecedented advancements, bringing us closer to a world where machines can interact with humans on a more human-like level. One such breakthrough in conversational AI technology is ChatGPT, a game-changer that has the potential to revolutionize the way people interact with machines. Built on advanced machine learning algorithms, ChatGPT can learn from vast amounts of data and generate responses that are not only accurate but also relevant to human input.
A self-driving vehicle misinterprets a stop sign, a diagnostic AI misses a critical tumor marker, a financial model approves a fraudulent transaction—these catastrophic failures often trace back not to a flawed algorithm, but to the silent, foundational layer of data it was built upon. In this high-stakes environment, the role of the data engineer has been irrevocably transformed. Once a
