Research

Research

My work connects computer vision, multimodal AI, biomedical materials, and deployable systems for medical and industrial applications.

Microscopy | Morphology | Predictive design

AI for BioScience and Biomedical Materials

I build AI workflows for microscopy image understanding, automated morphological characterization, and predictive design of biomedical materials.

  • Scale-aware microscopy analysis
  • Fiber, pore and orientation quantification
  • Property prediction and report generation
Wearables | Multimodal signals | Health assessment

BioElectronics and Intelligent Sensing

I work on multimodal sensing algorithms for wearable biomedical devices, rehabilitation assessment, and continuous health monitoring.

  • Gesture and intent recognition
  • Multimodal biosignal fusion
  • Muscle atrophy and rehabilitation assessment
Texture surfaces | Defect detection | Industrial QA

Computer Vision and Industrial Intelligence

I translate computer vision methods from textile inspection to broader industrial quality control and medical-device manufacturing scenarios.

  • Complex texture recognition
  • Low-data industrial inspection
  • Web-based model deployment