Domains of Expertise
Six interconnected domains of neurotechnology and biomedical engineering, from AI-powered brain signal decoding to clinical validation with real patients.
Brain-Computer Interfaces & AI
The leading intersection in neurotechnology today. Combining deep BCI engineering expertise with modern AI and machine learning to build systems that decode brain activity and translate it into real-world actions. 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 across all domains. 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. As neural and biometric testing becomes standard in marketing, the quality of that testing varies enormously. The difference is signal processing depth and experimental rigor: designing controlled experiments, validating statistical claims, and publishing results in top-tier peer-reviewed journals.
Transcutaneous Electrical Stimulation & Neuromuscular Systems
Delivery of precisely controlled electrical stimulation through the skin for both therapeutic and assistive applications. Expertise spanning the full spectrum: functional electrical stimulation (FES) for motor restoration, transcutaneous electrical nerve stimulation (TENS) for pain management, 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.