Field of Expertise
Real-Time Behaviour Recognition with Neuromorphic AI and Advanced Sensors
Expertise
My expertise is in developing real-time behaviour recognition systems using neuromorphic AI. My focus is on creating robust and efficient solutions for challenging, dynamic environments where traditional methods falter.
My core capabilities include:
Complex Action Recognition: I have proven experience in classifying human actions and procedural tasks using various sensors, providing the ability to monitor and analyse complex activities in real time.
Robustness in Difficult Environments: My research in event-based cameras and Spiking Neural Networks (SNNs) is ideal for handling high-speed motion and variable lighting. My multimodal sensor fusion expertise ensures reliability even when views are compromised by visual obstructions.
Low-Latency, Edge Processing: My focus on neuromorphic computing enables immediate, on-site decision-making, a critical requirement for any time-critical application requiring rapid feedback or control.
I am keen to apply this unique R&D background to solve complex, real-world perception problems.