Developer profile
Useful intelligence, not decorative automation.
I work where language, cognition, and software become operational: agent workflows, NLP systems, classification pipelines, dashboards, and AI products that have to survive beyond a notebook.
The craft is not just model choice. It is data shape, evaluation, interface rhythm, and the quiet plumbing that lets a system keep its promise.