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Javier Iparraguirre

Javier Iparraguirre

I am Director of Machine Learning at Teladoc Health, where I lead teams that turn research and development into tangible business outcomes. I am also a Professor at Universidad Tecnológica Nacional, Facultad Regional Bahía Blanca and a researcher with the BHI-Research group, where my work focuses on video understanding and efficient, self-supervised models. I am based in Bahía Blanca, Argentina.

Research & publications Contact

Latest

Our paper pico-JEPA v2: When Do Many Small Models Beat One Big Model? was presented at CACIC 2026 (October 2026). An ensemble of tiny 3.4M-parameter models beats a single model by 5.1 points on a 30-class video classification task. Project page · All publications

Research Interests

  • Video understanding and multimodal AI
  • Self-supervised and unsupervised learning (JEPA, video summarization)
  • Small, efficient models that run on everyday hardware
  • High-performance computing and optimization

Education