Emily Perry

I'm a machine learning researcher working on making large models more reliable, interpretable, and genuinely useful in the real world. My research sits where deep learning meets careful evaluation and human-centred design.

Right now I'm focused on [your current research area] — [a line on what you're working on and why it matters]. Before that I [previous role or focus, e.g. "completed a PhD at … on …"].

I care most about research that holds up outside the benchmark: methods that survive contact with messy data, and systems people can actually trust.

[Project name] — [one sentence on what it is and what you did]. Read more

[Project name] — [what it was, the result, and the impact in a line].

[Project name] — [short description of the work]. Paper · Code

[Project name] — [short description]. Demo

"[A short testimonial about working with Emily — a sentence or two capturing what she brought to the work and the impact she had.]"

— [Name], [Role, Organisation]

"[A second reference quote — ideally from a different context or collaborator.]"

— [Name], [Role, Organisation]

Full references and further detail available on request.

Experience

[Job title], [Organisation] — [Year]–present [One line on your work and focus there.]

[Job title], [Organisation] — [Year]–[Year] [One line.]

Education

[Degree], [Institution] — [Year] [Degree], [Institution] — [Year]

Selected publications

• [Authors], [Title], [Venue] [Year]. Link
• [Authors], [Title], [Venue] [Year].

Skills

Python · PyTorch · JAX · [research area] · [research area]

Best reached by email — address available on request for now.

Elsewhere:

Google Scholar · GitHub · LinkedIn · X