--- title: Ebook – How GenAI Reshapes NLP as an IT Specialty description: Uncover the potential of transactional data enrichment with ML models. Gain insight into banking customers' needs, behaviors, and purchase patterns. image: https://ebook.ailleron.com/hubfs/ailleron-new-reality-nlp-ebook.jpg --- ![ailleron-logo-vector-light](https://ebook.ailleron.com/hubfs/Ailleron/ailleron-logo-vector-light.svg) # **The new reality of a Natural Language Processing Engineer** ## **How Generative AI has changed the game ** ![gen-ai-reshape-nlp](https://ebook.ailleron.com/hs-fs/hubfs/gen-ai-reshape-nlp.png?width=500&height=500&name=gen-ai-reshape-nlp.png "gen-ai-reshape-nlp") Over the past years, **Natural Language Processing (NLP) has undergone a methodological and technological transformation**. However, before Generative Pre-trained Transformer (GPT) models revolutionized how we communicate with machines, unlocking unlimited possibilities for businesses, education, and research, NLP had come a long way, dating back to the 1950s. In this eBook, we delve into the history of NLP, focusing on the rise of Large Language Models (LLM). It showcases **NLP's varied applications, such as its use in banking, and reflects on its future as an applied engineering discipline**.    [Get a free eBook](https://ebook.ailleron.com/the-new-reality-of-a-nlp-engineer#ebook) Generative Pre-trained Transformer (GPT) models have changed the game, introducing unmatched capabilities in generating text that resembles human language. They feature a comprehensive understanding of language with all the cultural and contextual nuances. In our newest eBook, we explore the GPTs' potential and their impact on achieving seamless interactions between humans and machines. ![ailleron-milosz-zemanek](https://ebook.ailleron.com/hubfs/ailleron-milosz-zemanek.png) Miłosz Zemanek Author, Data Science Analyst ![](https://ebook.ailleron.com/hubfs/intelekt-02.png) ## **What can you learn from our eBook?** ![nlp-2](https://ebook.ailleron.com/hs-fs/hubfs/nlp-2.jpg?width=500&height=500&name=nlp-2.jpg "nlp-2") - ![](https://ebook.ailleron.com/hubfs/raw_assets/public/guide-to-banking/images/icons/ailleron-ico-list-item.svg)How has Natural Language Processing (NLP) evolved through distinct chronological phases? - ![](https://ebook.ailleron.com/hubfs/raw_assets/public/guide-to-banking/images/icons/ailleron-ico-list-item.svg)How have large language models (LLMs) changed the approach to NLP? - ![](https://ebook.ailleron.com/hubfs/raw_assets/public/guide-to-banking/images/icons/ailleron-ico-list-item.svg)How did LLMs lead to ChatGPT, Gemini, and GitHub Copilot tools? - ![](https://ebook.ailleron.com/hubfs/raw_assets/public/guide-to-banking/images/icons/ailleron-ico-list-item.svg)How has the concept of "self-attention" and transformer architecture impacted the development of LLMs? - ![](https://ebook.ailleron.com/hubfs/raw_assets/public/guide-to-banking/images/icons/ailleron-ico-list-item.svg)For what purposes is NLP commonly employed? - ![](https://ebook.ailleron.com/hubfs/raw_assets/public/guide-to-banking/images/icons/ailleron-ico-list-item.svg)How do the Generative Pre-trained Transformer (GPT) models operate in practice?   ![logo - ailleron](https://ebook.ailleron.com/hubfs/ailleron_logo_2.png) Ailleron provides technology services for FinTechs, banks, leasing and other companies. [Privacy Policy](https://ailleron.com/privacy-policy) | [Terms of service](https://ailleron.com/terms-of-service/) © 2025 Ailleron SA. All rights reserved.