Intelligent Workflow Automation System
AI Agents
Multi-agent AI system for automated information gathering and workflow orchestration using hierarchical ADK architecture with specialized agents.
Projects
Selected projects from my research in neurotechnology, computational neuroscience, and machine learning. These projects showcase my work across different domains including brain-computer interfaces, fMRI analysis, and deep learning applications.
MindSpeech: Brain-AI interface for imagined speech
Brain-Computer Interface
Developing a non-invasive brain-AI interface using high-density fNIRS and LLMs for continuous imagined speech decoding.
EEG-based neurofeedback system
Neurotechnology
Building an EEG-based brain-machine interface system as a prototype device for pain treatment.
Modelling aversive learning with fMRI
Computational Neuroscience
Using reinforcement learning algorithms to model human brain imaging and behavioural data during the learning of pain and relief.
Deep learning for variant calling
Machine Learning
Generating pileup images from DNA sequencing data and using convolutional neural nets for variant calling.