Thawanpat Meechamnan

Experience

• 

  Power Solution Technologies Public Co Ltd

  Aug 2020 - Dec 2020

  Materials And Process Engineer

  • Improved piping selection process through comprehensive research on materials characteristics and properties.• Investigated natural gas logistics and transportation via piping systems to inform piping materials strategic planning.• Conducted site assessment and proposed optimal locations for building-integrated solar cell system installation using SketchUp.

• 

  Western Digital

  Jun 2021 - now

  • Conducted comprehensive data analysis on production line data to identify key issues and deliver actionable recommendations for process improvement.• Queried and manipulated large datasets from the company data warehouse using SQL for in-depth analysis.• Leveraged JMP parametric plots and Excel to enhance yield analysis and drive yield improvement initiatives across product lines.• Developed dynamic and insightful data visualization dashboards using Power BI to communicate key analytical findings.• Performed sensitivity analysis to analyze and forecast output by evaluating the impact of input variable variations. Show less • Integrated optimal machine learning models in collaboration with university researchers, contributing to a Deep Learning model that achieved 97.0% accuracy in sub-micron contamination identification using Raman Spectroscopy• Contributed to training and validation of a Machine Learning object detection system achieving 98.0% accuracy in black particle detection (comparable to Raman Spectroscopy), resulting in $450K cost avoidance, and deployed related software solutions with comprehensive training for domestic and international suppliers.• Spearheaded data collection efforts using Raman Spectroscopy and light microscopy for machine learning initiatives.• Executed Failure Analysis using advanced scientific instrumentation and effectively communicated findings to cross-functional teams.• Documented new particle analysis methodologies to optimize laboratory operations. Show less

  • Data Analyst - Product Engineering

    Jan 2023 - now

  • Laboratory Analyst

    Jun 2021 - Dec 2022