Skills and Expertise
Technical Expertise
Hyperspectral imaging
Proficient in hyperspectral imaging (HSI) by applying preprocessing and modeling techniques, model development, and wavelength selection using MATLAB, Python, and Unscrambler.
Food Engineering
Skilled in designing and finite element analysis (FEA) of food processing systems using CAD software for maximum efficiency and quality.
Process Optimization
Experienced in applying multi-objective genetic algorithms and other nature-inspired optimization techniques to food processing.
Mathematical Modeling
Skilled in developing multivariate models using machine learning (ML) and regression techniques.
Analytical Techniques
Proficient in scanning electron microscope, X-ray diffraction, and Fourier-transformed infrared for food quality analysis.
Chemometrics & Product Formulation
Expertise in applying HSI techniques and formulating new food products.
Analytical Skills
Statistical Analysis & Machine Learning
Skilled in curve fitting, multivariate analysis, and supervised ML using Python and MATLAB.
Optimization Techniques
Advanced experience in nature-inspired optimization methods and multiobjective optimization paths.
Image Processing
Proficient in using You Only Look Once (YOLO) models and HSI techniques, including partial least square regression, principal component regression, and ML models.
Computer and Software Skills
Python
MATLAB
C++
SPSS
MINITAB
ORIGIN
SOLIDWORKS
ANSYS
EDEM
Unscrambler
PLS Toolbox
Canva
ROSS
