KATE LOGINOVAPERSONAL / CURIOUS
Business · Signal & Sense
Kate Loginova AI engineer · researcher · fiction writer

I work with
language.
And all the trouble
it causes.

I'm Kate. I build things with language technology, research how people learn, help with civic-tech projects and write stories. This is where all those interests — and a few unrelated rabbit holes — meet.

Things I've made ↗After Hours ↗

For AI consulting and commercial projects, contact Signal & Sense ↓

Language / AI / PeopleKeep exploring ↓
Several tabs open

What keeps me
busy (and curious).

Some of these are my job. Some definitely aren't. They have a habit of overlapping.

Research & teaching

Ask why.

How do people learn? What does language tell us? What can an AI model really know? I like trying to find out.

Explore research ↗ Engineering & product

Make it work.

Taking language technology into real products — including the testing, trade-offs and awkward edge cases.

Explore the work ↗ Writing & imagination

What if?

Essays, unlikely scenarios and a speculative novel I'm still working on. The manuscript stays private for now.

Explore writing ↗
A few things unrelated to sprint planning

AFTER
HOURS

Books, music, games, films, history — and whatever I've recently fallen down a rabbit hole researching.

Kate in a leather jacket and pink skirt, smiling with her hands raised to her hair
SAME RESEARCHER / DIFFERENT SOUNDTRACK
Off the clock
Speculative fiction & worldbuildingHistory and political systemsWorld cinemaCyberpunk 2077Languages and linguisticsShinedown & loud guitarsMusicals. Yes, really.Art, cities and their stories

Sometimes these end up in my work, too. Come on in ↗

Some projects

Things I've helped
make happen.

Some of the things I've worked on, usually with very good people and at least one stubborn bug.

Healthcare · NLP · production

Making clinical language usable at scale

Multilingual information extraction, model evaluation, architecture and performance: moving complex NLP from research to dependable software at Dedalus.

See the case study↗
Civic tech · public interest

Following claims through the noise

Fact-checking, media analysis and information integrity work with Aletheos and partner initiatives.

See the work↗
Research · semantic systems

Connecting questions with useful answers

Semantic retrieval, multilingual question answering, text quality and personalised education.

See the work↗

More projects and the longer story ↗

Research & education

Not everything that matters is easy to measure.

My PhD at Ghent University was about using NLP to make learning more personal. I still enjoy figuring out what models can tell us — and what they miss.

Research, papers & teaching ↗
Writing

And then there's
the writing.

I write about language technology, things that catch my attention, and — when no one is measuring my F1 score — speculative fiction.

On the writing desk ↗
An unpublished novel / In progress
One novel.
Many notes.
No spoilers yet.
Speculative fiction · In progress✳