Software development for automated real-time analysis of measured spectroscopic and image data.

Area of application: antimicrobial resistance detection.

• Principal investigator (PI) in the development of a user-friendly software for automated spectral data processing and analysis.
• Image, spectroscopic, and clinical data analysis.
• Design of experiments (DOE).

• Data analysis
• Fusion of various data types
• Image processing
• Automated feature extraction from spectroscopic and spectrometric data
• Utilizing machine learning methods for optimized diagnostics in biological, chemical, and medical applications
  

• Valuation of receivables
• Мodel improvement

• Mathematics
  
• Programming
  
• Physics
  

• Scientific literature review

• Computer diagnostics
  
• Assembling of alarm system units