Writing
Newsletter & blog
Long-form engineering on Hashnode. Shorter career and AI notes on Substack. Same Kelvinintech voice — two formats, pulled via RSS.
The Room You Walk Into
A few weeks ago I taught a prompt engineering workshop to a room of high school students in Kinston, North Carolina. One of them told me AI felt intimidating. A…
The Room You Walk Into
A few weeks ago I taught a prompt engineering workshop to a room of high school students in Kinston, North Carolina.
Why I’m Writing This: A Self-Taught AI Engineer’s Honest Notes
Hey.
Hello_LLM: Calling Claude from Python, C#, and R — Why Biotech Engineers Need All Three
The Problem You've trained a protein-folding model in Python. The biotech company's lab management system runs on C#. Your statistical validation team works in …
PyTorch Zero to One: Why I Built a CNN from Scratch (and What It Taught Me That Transfer Learning Wouldn't)
Part 2 of an ongoing series documenting my hands-on journey into deep learning as a software engineer transitioning into AI Engineering. In Part 1, I broke do…
PyTorch Zero to One: Tensors, Matrix Math, and Why Shape Errors Will Humble You
Part 1 of an ongoing series documenting my hands-on journey into PyTorch and deep learning as a software engineer transitioning into AI Engineering. Why I'm W…