I Built an AI Analyst That Watches My Competitors’ Websites 24/7
A company’s homepage is its most important piece of marketing real estate. Companies spend millions meticulously crafting the language on their site to signal their strategic priorities. But this messaging is constantly changing—a new feature is highlighted, a tagline is tweaked, a pricing model is updated. These are all valuable competitive signals, but they are […]
I Built an AI Debate Chamber. Here’s What I Learned About AI Logic, Bias, and the Future of Argument
What happens when you force two AI agents with opposite personalities to argue with each other? What if a third AI acted as the judge, reading their arguments and declaring a winner? It sounds like the setup for a science fiction story, but I wanted to see if it was actually possible to build. So, […]
How I Built an AI Agent to Read the News for Me for Free: The Complete (and Messy) Story – No Code
I have a confession: I can’t keep up with the news. Between tech, world events, and industry updates, my brain feels like a browser with too many tabs open. I wanted a personal news assistant, but I didn’t want to pay for one. So, I decided to build my own. This post is the raw, […]
From Idea to arXiv: My Workflow for Building and Publishing AI Research as an Independent Researcher
Breaking into the world of academic research can feel impossible without being part of a major university or a corporate lab. But I believe that with today’s tools, anyone with a good idea and a lot of persistence can contribute. This is the story of the workflow I’ve developed to go from a simple concept […]
How to Build and Deploy a Full-Stack AI Application in a Weekend (For Free)
Building an AI application sounds expensive and complicated. It often brings to mind images of massive servers, complex machine learning pipelines, and a whole team of experts. But what if I told you that you could build a powerful, full-stack AI tool from scratch and deploy it globally in a single weekend, using a modern […]
How I Published Research Paper by Collaborating with an LLM – A Case Study in Human-Guided AI Execution
Today is a milestone I’ve been working towards for a long time. I’m incredibly proud to announce that my first research paper, “A Serverless Architecture for Real-Time Stock Analysis using Large Language Models,” is now officially published and available on the open-access preprint server, arXiv. You can read the full paper here: https://arxiv.org/abs/2507.09583 But this post isn’t just […]