Publication details to be added
Placeholder record for a publication or working paper. Add the final title, co-authors, venue, year, abstract, and DOI when the owner is ready to publish the work.
I am a software and machine learning engineer working between research prototypes and the dependable systems that let people use them. My practice moves from model behavior and dataset design to APIs, interfaces, deployment, and the operational details in between.
I care about the seam between an idea and its real-world constraint: a model that needs a measurable benchmark, a service that needs a clean failure mode, or a team that needs a system they can understand six months later.
This notebook collects selected work, research threads, and the tools I reach for when the work has to leave the lab.