Welcome: Why I'm Building This Site
My journey exploring artificial intelligence through hands-on projects and experiments.
Read more →Documenting my exploration of AI concepts, frameworks, and practical implementations.
My journey exploring artificial intelligence through hands-on projects and experiments.
Read more →Testing Haiku and Sonnet on wine label recognition: from single bottles to crowded grocery shelves.
Read more →How a wine lover used machine learning to predict which grapes will thrive in California by 2050 — and learned that sometimes the best insight is knowing when not to use AI.
Read more →How I collected, cleaned, and engineered 27 years of climate data across two continents — and why this took longer than building the ML models.
Read more →How 96% accuracy turned into 28% accuracy — and why that "failure" was the most important finding of the entire project.
Read more →When machine learning classification failed, I turned to a simpler, more defensible approach — and finally got insights worth trusting.
Read more →