I have been building React applications for over the years now. During this time, I’ve used almost every UI library under the sun. From the early days of Bootstrap to the massive Material UI ecosystem. But recently, something changed the way I think about components. That something is Shadcn UI. It isn’t just another library … Read more >>
Over the years, I’ve spent countless hours building React applications for everything from small startups in San Francisco to large-scale enterprise systems. One thing I’ve noticed is that while React Context is fantastic for sharing data between components, it can feel like a walled garden when you need to access that data in a plain … Read more >>
Working with APIs is a huge part of my daily life as a React developer. Often, I need to show raw data to users or internal teams in a way that isn’t a mess. I have spent years building dashboards for US-based logistics and financial firms. One thing I’ve learned is that nobody likes looking … Read more >>
I have noticed that one of the most common tasks is showing a component only when a user interacts with a button. Whether you are building a mortgage calculator for a US bank or a property detail view for a real estate portal, knowing how to toggle UI elements is a core skill. In this … Read more >>
I have spent over eight years building complex React applications for various tech hubs across the US. In my experience, understanding how data flows between components is the single most important skill for a React developer. If you don’t get this right, your codebase will quickly become a tangled mess that is impossible to maintain. … Read more >>
I have often encountered situations where a user needs to jump to a specific section of a page. Whether it is a complex dashboard or a long landing page, providing a “scroll to” feature significantly improves the user experience. In this tutorial, I will show you exactly how to handle scrolling to a component in … Read more >>
I have spent over years building complex React applications for high-traffic platforms in the USA. One pattern that often confuses developers is returning a component directly from a custom hook. I remember the first time I tried this while building a mortgage calculator for a real estate firm in New York. I wanted to encapsulate … Read more >>
I still remember the first time I saw that annoying yellow squiggly line under my Matplotlib import. It was late on a Tuesday, and I was trying to wrap up a data visualization for a local housing market report in Chicago. Everything looked correct, but VS Code insisted that it couldn’t find the source for … Read more >>
In my years of developing with Keras, I have found that deep learning isn’t always the only answer for text. Sometimes, combining the structural power of Decision Forests with the semantic richness of pretrained embeddings yields the best results. I remember working on a sentiment analysis tool for a New York-based retail brand where speed … Read more >>
I have often struggled with scaling models without making them incredibly slow to train. Standard Transformers are great, but they can become computationally expensive when you want to add more parameters. Recently, I started using Switch Transformers to solve this problem by using a Mixture-of-Experts (MoE) routing system. This approach allows the model to have … Read more >>