Saharit Jeamsakul

Experience

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  Jenbunjerd

  Jun 2022 - Jul 2022

  Intern at Jenbunjerd Innovation center (JBIC)

  Developed and implemented a product matching algorithm using natural language processing tools such as regular expressions and PyThaiNLP, coupled with approximate string matching techniques like Levenshtein distance. This enabled efficient comparison and matching of customer-provided product lists with the company's product database.

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  Jenbunjerd

  Jun 2023 - Jul 2023

  Intern at Jenbunjerd Innovation center (JBIC)

  Transformed the product matching algorithm into a user-friendly web application using Streamlit and successfully deployed it on AWS EC2 instances, enhancing accessibility and efficiency.

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  SCB – Siam Commercial Bank

  Jan 2024 - Apr 2024

  Credit Risk Analyst

  • Developed a machine learning-based early warning signal model using XGBoost to predict default risk of each company within the Corporate portfolio of SCB. This model achieves 90% accuracy in classifying companies as either “no-risk” or “at-risk” for the upcoming three-month period.• Developed a sentiment analysis model using logistic regression to analyze and classify risk transitions for each company within the Corporate portfolio of SCB, based on review texts from RM. This model achieves 74% accuracy and highlights critical insights on risk status changes. Show less