Interests

My Hobbies

A mix of mechanical work, language-model experiments, and ML engineering — each one reflects a different way I like to learn and build.

Manual & hands-on

Classic cars, motorcycles, maintenance, and the satisfaction of solving mechanical problems with patience and care.

Explore manual hobbies

Building small data pipelines around public stories, language models, and sentiment analysis to understand patterns in the news.

View LLM experiments

Serving small model demos, learning deployment patterns, and exploring how ML systems work in production.

Open ML playground

Repairing, maintaining, and learning from real machines.

Turning public text into a feedback loop of classification and measurement.

Creating small ML systems that are useful, testable, and operationally aware.