shotlist: Annotated Screenshots, Described as Data
I built shotlist because I knew I'd never keep docs screenshots up to date by hand. Each annotated shot becomes a YAML recipe you run instead of redo.
All essays
A JavaScript Dice Roller That Shows Its Work
A fair dice roller and a rigged one produce numbers that look exactly the same. After a night of zombies that would not die, I built one that shows its work.
What is a GPU and Why Does AI Need Them?
GPUs are crucial for AI due to their ability to perform parallel calculations, surpassing CPUs in matrix math efficiency.
AI Is Not an Oracle: The Limits of Machine Learning
Machine-learning curves look confident until speedrunners change the game underneath them. MediEvil shows why “AI as oracle” fails.
How I Built a 3D Print Cost Calculator with a Neural Network
A tiny dense neural network learned resin consumption well enough to replace hours of manual slicing in my 3D printing business.
DistilRoBERTa Emotion Analysis: NLP Case Study on Steam Reviews
DistilRoBERTa emotion analysis case study: Steam reviews dataset, notebook, and plots for real-world NLP sentiment and emotion exploration.
What is Vibe Coding and How to Do It
Vibe coding turns natural language prompts into working code, shifting programming from memorizing syntax to communicating intent.
How I Automated My X Account Cleanup
Automating my X cleanup let me delete years of noisy posts while keeping the human conversations that still matter.
Building a Convolutional Neural Network in Python with TensorFlow
Build, train, and tune a CNN in TensorFlow, understanding each layer from data prep to Bayesian hyperparameter search.