PhD(Ongoing): Izmir Institute of Technology, Department of Chemistry,
Analytical Chemistry
Studying: Machine learning assisted combinational high-throughput approach for multi-metal-oxide water splitting catalysis
MSc (2019): Izmir Institute of Technology, Department of Chemistry,
Analytical Chemistry
Thesis: Development of chemometric calibration toolbox and its application for determination of salep adulteration
BSc (2016): Izmir Institute of Technology, Department of Chemistry,
Commerical Projects:
• TUPRAS (2016-Ongoing) :
Project Definition: Quantitative predictive modelling of hydrocarbons for determination of various chemical properties by the means of multivariate calibration
Job Definition: Development of a complete chemometric software suite featuring preprocessing, modeling, performance evaluation and front-end automated prediction capabilities.
• OPET FUCHS (2015-2016) :
Project Definition: Development of chemometrics model for the property prediction of final product based on the variations in raw material content
Job Definition: Development of custom software for design of experiment, regression, global optimization algorithm and GUI based toolbox
• Akdeniz Kimya (2016-2017) :
Project Definition: Development of experimental design software for optimization of PVC stabilizer compositions
Job Definition: Development of custom software for design of experiment, regression, global optimization algorithm and GUI based toolbox
• ASSAN Alüminyum (2016-2017) :
Project Definition: Determination of aluminum oxide thickness during the rolling of aluminum using ATR-FTIR combined with multivariate calibration techniques
Job Definition: Development of custom software solutions involving automated signal processing, genetic algorithm based and conventional multivariate calibration
Academic Projects:
• Development of non-invasive method for early diagnosis of lung cancer based on analyses of exhaled breath, Project Researcher, Scholarship (2016- 2017). Funded by TUBITAK.
Job Definition: Building classification models using big data which is obtained from GC-MS and investigation of biomarkers based on their contribution to classification models.
gunakkoc@iyte.edu.tr