A software developer transitioning into Machine Learning Engineering, with a long-term goal of becoming an ML researcher. This space is where I document everything: the concepts I’m working through, the projects I’m building, and the honest reality of going from writing code to understanding the intelligence behind it.

I believe the best way to truly learn something is to teach it, so I share what I learn here and on YouTube, explained the way a learner would explain it to a classmate.

If you’re on a similar path, or just curious to see how this unfolds, you’re in the right place.