Research

Experience

• Neural Data Analyst (intern), Ruten Inc.2025 – present

  Develops a middleware platform that integrates symptom-specific hardware and software to accelerate the clinical translation of brain–machine interfaces.

Publications

• Data Augmentation for Gape Cycle Type Detection and Classifications and Topological Exploration of Low Dimensional Manifolds of Primary Motor Cortex During Feeding Behavior

  Decoding feeding behaviour from motor cortex signals.

  H. Pandian, Z. Kali, K. Takahashi. IEEE/EMBS Conference on Neural Engineering (NER), 2025.