Patipan Arunwattanawong

Experience

• 

  Sony

  Dec 2020 - Aug 2022

  Software Design Engineer

  - Design and develop the function of Infotainment display in the car by coding C - Create an algorithm to manage data inside Infotainment display- Develop the program for checking operations of the system in Infotainment display which is used in a production line- Primary quality inspection before release official software version- Create an AI camera to count people in and out- Using Image processing to find defects or dust on the lens of camera by using python

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  Botnoi Consulting

  Aug 2022 - Nov 2022

  Data Science Intern

  - Analyze client data to find insights for improving chatbot in marketing part of real estate company- Create chatbots based on client requirements- Create a Machine Learning model with NLP to recommend jobs to candidates for recruitment platform- Analyze chatbot data to improve performance of chatbot then create visualization and presentation slide for customer

• 

  SIAM KUBOTA

  Feb 2023 - now

  Production Development Engineer

  - Create an end-to-end computer vision system to detect defects in the assembly process.- Collaborate with the maker and plan to order the necessary hardware and components.- Design the structure for the computer vision stations.- Develop the software and AI model (Deep learning, Image Processing, Machine Learning) for object inspection.- Establish a centralized database to collect data from the computer vision system from each station and store it in the cloud.- Develop a real-time dashboard to monitor all computer vision stations.- Implement integration with Line Notify to receive notifications for cases where defects are detected.- Develop sound analysis for checking the defects in the tractor's transmission.- Analyze data from production lines to find production bottlenecks.- Develop deep learning and image processing techniques to detect pressure scale from analog gauges.- Develop the co-bot with computer vision to apply glue on the tractor.- Organize and teaching the computer vision to other departments.- Create Line Chatbot to collect machine problem data in Google Sheet.- Plan the budget for production. Show less