Isuru Jayarathne

Email:
isuru.jayarathne@gmail.com

Phone:
[+81] 070-4468-7841

Location:
Saitama, Japan

GitHub:
github.com/bit-magpie

LinkedIn:
linkedin.com/in/isuru-jayarathne/

Google Scholar:
scholar.google.com/ij/

Welcome — I'm Isuru

I am a researcher and engineer working across the domains of physiological signal analysis and robotics, unified by a strong foundation in artificial intelligence and machine learning. In the field of biosignal analysis, I focus on decoding neural and cardiac signals—primarily EEG and ECG—to uncover insights into brain states, cognitive functions, and physiological health. In robotics, I work on designing and developing intelligent systems including multi-robot path planning, robot arm control, and autonomous robots for disaster response. I integrate advanced AI/ML techniques such as large language models (LLMs), computer vision (CV), and reinforcement learning (RL) to solve complex problems in both physiological data interpretation and social robotics.

Research & Engineering Focus

I explore questions such as:

  • How can machine learning uncover hidden patterns in neural and cardiac signals?
  • How can robots plan and coordinate efficiently in uncertain, dynamic environments?
  • How can embodied AI enhance the social intelligence and interactive capabilities of robots in human-facing contexts?

My domains of expertise include:

  • Biosignal Processing
  • Robot Motion Planning
  • Social Robotics
  • AI/ML for Real-World Applications

Other Interests

  • Philosophy
  • Psychology
  • Politics