✦ emilia wiśnios

hi hello welcome

i'm emilia,
and i do research on
multi-agent llms.

getting them to play nice, and figuring out what happens when they don't.

📍 warsaw 🎓 affiliation tbd 🐈 cat count: 5 ● currently: jutro medical & jinesis
read my papers → send me an email

about

hi, i'm emilia.

[more soon]

publications

2025

2024

2023

2022

full list also on google scholar.

cv

full pdf here. short version below.

education

  • 2021 — 2024 m.s., machine learning · university of warsaw advisors: piotr sankowski, paweł budzianowski · grade: 5 · thesis later published at ACL 2025
  • 2018 — 2021 b.s., mathematics · university of warsaw

experience

  • 2026 — present research assistant · jinesis lab, university of toronto multi-agent systems research
  • 2026 — present technical member · eurosafeai multi-agent ai safety · systemic risk research
  • 2026 — present ml engineer · jutro medical llm pre-visit interviews · automatic clinical documentation · multi-agent chat over patient records · automatic e2e evaluation
  • 2026 ai safety researcher · algoverse subliminal learning in chain-of-thought reasoning · mentor: michael mulet
  • 2025 ml engineer · google (via dataphant) automatic incident response · automatic code translation · automatic legal document analysis
  • 2024 nlp engineer · samsung on-device text features for mobile
  • 2022 — 2024 research engineer · nask (national research institute) dataset creation · llm training & finetuning · llm safety · csam detection in narrative text
  • 2022 — 2024 research software engineer · mi2datalab climate policy tracker · unesco tension detection · memetic analysis of big tech in ai research
  • 2021 — 2022 python engineer · silver bullet solutions gpt-based copilot for telecom · ner finetuning · sensitive-data anonymization

teaching & service

  • 2019 — present organizer · ml in pl association project lead of the 2023 conference · current board member · long-time organizer across student research workshop, call for contributions, speakers, sponsorship & marketing teams
  • 2023 — present member · unesco chair on intangible cultural heritage in public and global governance university of warsaw · faculty of political sciences and international studies
  • 2022 — 2025 teaching assistant · university of warsaw intro to cs · intro to ml · deep neural networks · nlp · nlp for social scientists

misc / fun

the bits that don't fit anywhere else.

🐈 the cats

i have five. their names are Buba, Śmieciuch, Żepet, Kudłacz i Łapa.

📚 currently reading

  • 1Q84 — Haruki Murakami
  • Czekając na Godota — Samuel Beckett
  • 80,000 Hours — Benjamin Todd

🎮 playing

the witcher 3.

🌱 learning

scottish gaelic & spanish.

say hi

best way to reach me: emilia@goral.one

i read most cold emails but reply slowly. if i miss yours, it's not personal — just nudge me again in a week.