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AI Engineer


by Nicolas Neudeck

As an AI Engineer, my focus is on designing, developing, and maintaining AI models and systems to tackle challenges and enhance decision-making within organizations. I have a deep interest in scalable architecture, DevOps pipelines, efficient programming, code quality, and best practices. On this page, I aim to share insights, tutorials, and some unique discoveries that might not be easily found elsewhere, all of which reflect my journey and learning in the field.

My Current Interests


LangChain

LangChain is a comprehensive framework enabling the development of context-aware and reasoning-driven applications powered by language models, supported by Python and JavaScript libraries, templates, and deployment tools.

My focus lies in understanding the RAG pipeline intricately, while also constructing chains of prompts to develop complex generative AI tools.

Ragas

Ragas is a tool designed to assess and quantify the performance of Retrieval Augmented Generation (RAG) pipelines, which enhance language model applications by incorporating external data into their context.

I find immense value in evaluating RAG pipelines to transform prompt engineering into a more scientific and data-driven practice.

Vue.js

Vue.js is a progressive JavaScript framework designed for building user interfaces and single-page applications, distinguished by its simplicity, flexibility, and fine-grained reactivity system that makes it easy to understand and integrate with other projects or libraries.

I wanted to get into Vue.js to build my website, leveraging its simplicity and reactivity, and I also use Tailwind CSS to ensure a streamlined, modern design with a utility-first approach for an engaging user experience.

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