Andrei Nesterov

Full Name
A. Nesterov
Email
Phone
+31 20 592 4322
Room
L328
Department(s)
Function(s)
PhD student
Andrei Nesterov

Biography

I joined CWI in January 2021 as a PhD-student in the Human-Centered Data Analytics group. After obtaining my Bachelor’s in Journalism in 2017, I studied computational approaches in media during the “Data Journalism” Master programme at HSE University (Moscow, Russia). As an Erasmus+ scholar, I gained interdisciplinary creative research experience studying “Media Technology” (Leiden University, the Netherlands) during my exchange semester in 2019. In my Master's thesis, I showed how text mining methods help collect missing data on crimes against LGBTQIA+ people in Russia from court decisions to enhance data-driven storytelling.

In my current research project, “Culturally Aware AI”, I investigate how computational methods can help mitigate the offensiveness and discriminatory nature of cultural biases and controversies within Dutch digital heritage collections and datasets used in the cultural sector. Besides research, I find it inspiring to present my work at international conferences, workshops, and guest lectures for university students.

Since 2023, I have been an active member of the employee resource group PRISM, which contributes to safer and more open working environment for LGBTQIA+ employees within NWO/NWO-I (the Dutch Research Council and the associated institutes).

Awards

  • Best Poster/Demo Award: "Alter Heritage: a Web App to Gather Expert Knowledge on Inclusive Cultural Heritage Metadata" by Andrei Nesterov, Laura Hollink and Jacco van Ossenbruggen. EKAW-24, 24th International Conference on Knowledge Engineering and Knowledge Management, Amsterdam, Netherlands, November 26-28, 2024 (2024)
  • Polyvocality Award (Meerstemmigheidsprijs) at the annual hackathon, Netwerk Digitaal Erfgoed (2022)

Professional activities

  • Speaker: Presentation at ICT OPEN 2022. "Polyvocal knowledge representation: historically marginalised groups in linked open data"
  • Speaker: Guest lecturer at VU University Amsterdam for the "Digital Humanities and Social Analytics in Practice" course. Lecture title: "Culturally Aware AI: Uncovering and Modelling Cultural Controversies in Data", 19 January 2023
  • Member: Active member of the LGBTIQA+ employee resource group Prism at NWO/NWO-I
  • Speaker: Guest lecturer at VU University Amsterdam for the "Digital Humanities and Social Analytics in Practice" course. Lecture title: "How can uncovering stereotypes in data make cultural heritage more inclusive?", 18 January 2024
  • Organizer: Co-organised the workshop (and gave a presentation) "Cultural AI Lab presents: Uncovering cultural stereotypes in data" as a part of the "AI en Erfgoed" conference by NLAIC (De Nederlandse AI Coalitie) at Allard Pierson Museum in Amsterdam on 25 March 2024 .
  • Organizer: Co-organised "Embracing Diverse Minds – Neurodiversity and Mental Health" event for NWO-I employees, 24 October 2024. Science Park, Amsterdam, Netherlands.
  • Committee member: Local/PhD Chair at EKAW-24, 24th International Conference on Knowledge Engineering and Knowledge Management, Amsterdam, Netherlands, November 26-28, 2024

Current projects with external funding

  • Culturally aware AI (AI:CULT)