Research

Research Interests

Machine Learning, Deep Learning, Time-Series, Computer Vision

Current Research Projects

Deep Learning Methods for Time-Series, Texture Characterization and Computer Vision

Histogram Layers for Passive Sonar Classification.

Past Research Projects

Physiological Signals Analysis and Prediction with AI Algorithms

Physics-Informed Neural Networks for Modeling Cardiovascular Dynamics.

Low-Power Sensor for Human Mental Stress Diagnosis

Applied Signal Processing and Machine Learning Algorithms. Microcontroller Programming, Schematics, PCB design, and Collecting Signals.