Nabila Siregar

[first_name].[last_name]@student.uva.nl

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Hi, I’m a machine learning engineer and researcher based in Amsterdam. My recent work focuses on emergent communication in AI, my (broad) research interest is in improving reasoning capabilities in intelligent machines and exploring fundamental questions like how structure and meaning evolve?

Prior to my master’s, I worked in the industry for 2 years as a software engineer where I built monitoring system, analytics dashboard, and automation tooling for production systems.

Here’s what I’ve been doing lately:

  • [September 2023] Started my master’s program in Computational Science at the University of Amsterdam
  • [November 2024-February 2025] ML Engineer internship at ING Bank
  • [May 2025] My first publication in a peer-reviewed journal. We used machine learning and causal discovery algorithms to reveal connections between Major Depressive Disorder and Cardiovascular Disease
  • [August 2025] Defended my master’s thesis, “Emergent Communication via Cognitive Graphs” to explore how AI agents developed a communication protocol to solve a navigation task using deep RL (supervised by Dr. Raquel G. Alhama and Dr. Phong Le).
  • [September 2025-now] Extending thesis work on emergent communication for a publication. Here, I learned how to work with not well-documented open-source project and cloud GPU training.

At my core, I love learning and solving interdisciplinary complex problems.