Chat Hornchaiya
Researcher at IRPC Public Company Limited- Claim this Profile
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Bio
Credentials
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Google Data Analytics
CourseraJul, 2023- Nov, 2024
Experience
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IRPC Public Company Limited
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Thailand
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Chemical Manufacturing
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700 & Above Employee
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Researcher
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Aug 2019 - Present
- Machine learning model for plant optimization Engaging in a machine learning project aimed at optimizing plant operations by identifying the optimum operating conditions. This project encompasses end-to-end processes, including data extraction, preprocessing, model building, hyperparameter tuning, and optimization. - Particle size measurement using computer vision Utilizing advanced computer vision techniques to accurately measure particle sizes in samples and generate statistical distributions to aid in product development. This model significantly reduced processing time by 90%. - Inventory area optimization Implementing multi-objective optimization to enhance the efficiency of inventory area usage, resulting in cost savings and improved resource utilization for the company. - Process simulations for research scale-up Developing mathematical models combined with scientific equations and simulation software (ASPEN Plus) to facilitate the research scale-up process, enabling seamless transition from lab scale to pilot scale operations. Show less
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Kasetsart University
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Higher Education
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500 - 600 Employee
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Associate Researcher
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May 2017 - Feb 2019
Used to be Associate researcher for three projects with a commercial company, which related to polymer modeling by using EXCEL VBA and MATLAB Used to be Associate researcher for three projects with a commercial company, which related to polymer modeling by using EXCEL VBA and MATLAB
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University of Alberta
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Canada
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Higher Education
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700 & Above Employee
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Research Fellowship
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Oct 2016 - Apr 2017
Research Scholarship at University of Alberta, Canada Conducted polymer modeling research on simultaneous deconvolution of ethylene/1-hexene copolymer using sophisticated scientific techniques and equipment. Polymerization Have been working with Metallocene catalyst and Ziegler-Natta catalyst for polymerization ethylene/1-hexene copolymer by using semi-batch reactor. GPC-IR characterization Be able to prepare samples and characterize by GPC-IR to obtained the 2D analysis results of log(MW) x SCB. Understand how the equipment works and polymer properties which affect to the results CFC characterization Be able to prepare samples and basic characterize by Cross-Fractional Characterization (CFC) to obtain the 3D analysis results of log(MW) x Elution temperature. Understand how the equipment works and polymer properties which affect on the results Show less
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Education
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2015 - 2018
Kasetsart University
Master degree, Chemical Engineering -
2011 - 2015
Kasetsart University
Bachelor of Engineering - BE, Chemical Engineering
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