Domains of Expertise
My work spans six interconnected domains of neurotechnology and biomedical engineering — from AI-powered brain signal decoding to clinical validation with real patients. Here's where I add the most value.
Brain-Computer Interfaces & AI
The hottest intersection in neurotechnology today. I combine 16 years of BCI engineering with modern AI and machine learning to build systems that decode brain activity and translate it into real-world actions. My expertise covers the full pipeline: signal acquisition, preprocessing, feature extraction, real-time classification, and closed-loop feedback delivery.
Clinical Neurotechnology & Digital Therapeutics
Technology-driven interventions for neurological conditions that are designed, tested, and validated through rigorous clinical trials. As BCI and neurostimulation technologies transition from experimental setups to regulated clinical programs, the ability to bridge engineering innovation and clinical evidence becomes critical.
EEG Signal Processing & Neural Data Analysis
The foundational technical skill that underpins everything else. I specialize in the measurement and analysis of electrical brain activity using scalp electrodes — both real-time (online) processing for BCI and clinical applications, and offline analysis for research.
Neuromarketing & Consumer Neuroscience
Application of rigorous neuroscience methodology to understand consumer behavior, attention, and decision-making. Nearly half of Fortune 500 brands now integrate neural or biometric testing into their campaigns — but the quality of that testing varies enormously.
Transcutaneous Electrical Stimulation & Neuromuscular Systems
Delivery of precisely controlled electrical stimulation through the skin for both therapeutic and assistive applications. My group's expertise spans the full spectrum: functional electrical stimulation (FES) for motor restoration, transcutaneous electrical nerve stimulation (TENS), and electrotactile stimulation for somatosensory training.
Neuroergonomics & Industry 5.0
The study of brain function in relation to work and everyday tasks. My most recent work involves passive BCI systems for monitoring cognitive workload during human-robot collaboration in industrial settings — part of the Industry 5.0 paradigm where neurotechnology supports human-centered manufacturing rather than replacing humans.