This article explores Retrieval-Augmented Generation as a flexible and cost-effective alternative to LLM fine-tuning, demonstrating how it leverages dynamic knowledge retrieval to enhance accuracy, explainability, and adaptability across various applications.
By providing real-time audio descriptions of visuals through text-to-speech synthesis, website accessibility is significantly improved. Today, we will dive into how to generate such audio descriptions.
A personal reflection on the pursuit of simplicity; setting boundaries, resisting endless refinement, and accepting "good enough" after struggling to balance clarity with hidden complexity.
This article summarizes my approach to interaction design, with a focus on how microinteractions and motion can enhance digital products. It discusses sources, great minds, and approaches to collaboration and disciplined feedback for creating user-centered solutions.
An increasing popularity and adoption of a technology typicall comes with safety risks. In todays article, we will go over the safety risks improperly utilized deep learning systems can pose.
The Deep Deterministic Policy Gradients algorithm, a cornerstone in deep reinforcement learning, is primarily used for solving complex decision-making tasks in continuous action spaces. This post aims to describe the main use cases and advantages of the algorithm.
Next in our series are simple yet beautifully animated data visualization tiles. Today, we're exploring how to create and customize them with Anime.js.
I was once again fortunate enough to be able to attend the WeAreDevelopers World Congress 2025 in Berlin, where I had the opportunity to network with and learn from brilliant engineers and creative professionals from across the globe.
Transformers have taken an ever-more-important place in our lifes. In this article, we focus on how we can finetune such a model for our needs.
Centralized machine learning hardware is sometimes expensive and complex to handle. In this article, we delve deeper in the a decentralized approach to host machine learning models.
In the first part of this new article series, we will lay out the conceptualization of migrating a traditional monolithic application to a headless, modularized architecture.
Explore how to implement smooth horizontal gallery scrolling animations using GSAP to create engaging visual experiences for image galleries and content carousels
