Have you ever asked an AI a question and gotten an answer that was technically correct but… completely unhelpful? It felt like reading a dry encyclopedia entry when what you really needed was a teacher to explain it. That exact problem has fascinated scientists for decades: How do we get a machine to do more…
As a bioinformatician, I remember the exact research question that started my journey: “Can we predict the function of hypothetical proteins from the human genome using only computational methods?” The problem was, I had no clear road map. My first year and a half felt less like a scientific investigation and more like a technician’s…
It started with a picture I found online. My brain, like any physics teacher’s, quickly put a label on it: “calorimeter.” It was a copper pot with a lid, so it seemed obvious. But something was bugging me. A normal calorimeter has a simple stirrer to gently mix the water. This one had a complex…
The Ghost in the Machine Ever felt like this? You’re in a physics class, copying formulas, and it all seems to make sense. Then you get a homework problem that’s just slightly different, and suddenly you hit a wall. Or maybe you’ve had a wrong idea stuck in your head—like the ghost of a misconception—that…
We stand at the cusp of a revolution. Artificial Intelligence is no longer a futuristic fantasy; it’s the engine of our present, promising to optimize everything from medical diagnoses to the very code that builds our digital world. But in our rush to embrace this new power, we often forget that we are dealing with…
Every student of physics has had that “aha!” moment. It’s the instant you realize that the formula for the gravity of a planet looks suspiciously like the one for the electric field of a particle. You sense a deeper pattern, a hidden unity in the laws of nature. This project began with a simple goal:…
Taming the Matrix: I Built a Tool to End the Frustration of Manual Linear Algebra Remember the pain? You’re an hour deep into calculating a 4×4 matrix inverse by hand. You’ve meticulously found the minors, the cofactors, the adjoint, and the determinant. You write down your final answer, check it against the solution, and… it’s…