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IrinaArmstrong/README.md

Irina Abdullaeva

Researcher in Multimodal Large Language Models and Video-Language Models.
Senior Applied Mathematician at Innopolis University.
AI Researcher at FusionBrain Lab, Artificial Intelligence Research Institute (AIRI).


🔬 Research Focus

  • Multimodal LLMs
  • Vision-Language Models (VLMs)
  • Long-context & Long-video LLMs
  • Psychological and behavioral evaluation of LLMs
  • Efficient training and evaluation of foundation models

I work at the intersection of multimodal reasoning, long-context modeling, and evaluation methodology for large-scale AI systems.


🏛 Current Positions

  • Senior Applied Mathematician — Innopolis University
  • AI Researcher — AIRI, FusionBrain Lab

Continuing PhD thesis preparation.


📚 Publications

  • 5 papers published at A/A* conferences in NLP and AI
  • Research centered on LLM evaluation, multimodality, and benchmarking

🧠 Selected Previous Experience

  • NLP Data Scientist — SberDevices
  • AI Research Engineer — MIPT
  • Earlier experience in analytics and engineering

🤝 Collaboration

Open to research collaborations in:

  • Multimodal LLMs
  • Long-video reasoning
  • Evaluation benchmarks
  • Industrial applications of foundation models

Pinned Loading

  1. DiffFrameSelect DiffFrameSelect Public

    DiffFrameSelect: Differentiable Frame Selection via Reconstruction

    Python

  2. ai-forever/fbc3_aij2023 ai-forever/fbc3_aij2023 Public

    Jupyter Notebook 22 1

  3. ai-forever/emotional-fbc4.0-aij24 ai-forever/emotional-fbc4.0-aij24 Public

    Emotional FusionBrain Challenge 4.0 - dev

    Python 5

  4. FusionBrainLab/MindShift FusionBrainLab/MindShift Public

    MindShift: Analyzing Language Models' Reactions to Psychological Prompts

    Python 1

  5. FusionBrainLab/NoReGeo FusionBrainLab/NoReGeo Public

    NoReGeo - a novel benchmark designed to evaluate the intrinsic geometric understanding of large language models (LLMs) without relying on reasoning or algebraic computation.

    Python 2

  6. FusionBrainLab/ESQA FusionBrainLab/ESQA Public

    ESQA: Event Sequences Question Answering

    Python 1