Talks and media

Talks

• “Fairlearn: a practical approach to assessing and mitigating harm in AI systems” at EuroPython 2025 (description, slides).
• “Writing a custom scikit-learn estimator” at PyLadies Berlin.
• “(A short deliberation on) generative language models and linguistic uniformity”, lightning talk at PyData Paris 2024.
• “From one word to the next”, on modelling the “mental hops” from one word to the next (NLP) at PyLadies Berlin (video, slides).
• “Multimethods (Multiple Dispatch) in Python” at Python Pizza Night 2019.
• Keynote: “More than just code” at PGConf 2015 on the topic of fostering thriving open source communities.
• “Decaying Free Software Communities vs. Emerging Hackerspaces” at SHARE 2, 2012.
• “Promotion of Free Software in a local Community and importance of its educational use”, at Linux Week Peru 2012 (video).

Podcasts

• A PyPodcasts episode about FOSS, community and Python.
• Discussing fairlearn and sociotechnical systems at the DataTalksClub podcast.
• Discussing grounded language understanding at the D4Data podcast.

Media and other engagement

• Media echos of a published NLP review for Macedonian (link).
• Making comics for (at the time to be) Outreachy.
• Google Open Source Blog: Macedonia Google Summer of Code meetups are a success.