Research Interests

Methodologies

Materials & Characterization

  • Synthesis: solid-state, sol-gel, hydrothermal, crystal growth
  • Microstructure: SEM, TEM, FIB, EDS mapping
  • Optical characterization: photoluminescence, lifetime measurements, NIR spectroscopy

Data & AI

  • Image analysis: YOLOv8 object detection for stent localization and corrosion segmentation
  • Modeling: ML pipelines for classification and anomaly detection
  • Databases: MySQL-based experimental metadata management and queryable datasets