Anurak Junkrueng

Vice President, Business Data Analytics at CIMB Thai Bank
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Contact Information
us****@****om
(386) 825-5501
Location
TH

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Credentials

  • Data Scientist with Python Track (26 courses)
    DataCamp
    Nov, 2019
    - Nov, 2024
  • Introduction to Deep Learning in Python
    DataCamp
    Nov, 2019
    - Nov, 2024
  • Machine Learning with Tree-Based Models in Python
    DataCamp
    Nov, 2019
    - Nov, 2024
  • Data Analysis with Python
    Cognitive Class
    Oct, 2019
    - Nov, 2024
  • Intermediate Python for Data Science
    DataCamp
    Oct, 2019
    - Nov, 2024
  • Python 101 for Data Science
    Cognitive Class
    Oct, 2019
    - Nov, 2024
  • AI For Everyone
    Coursera
    Mar, 2019
    - Nov, 2024
  • Programming for Everybody (Getting Started with Python)
    Coursera
    Mar, 2019
    - Nov, 2024
  • Introduction to Data Science in Python by Univercity of Michigan
    Coursera
    Feb, 2019
    - Nov, 2024
  • Python for Data Science
    Coursera
    Feb, 2019
    - Nov, 2024
  • Data Science Math Skills
    Coursera
    Jan, 2019
    - Nov, 2024
  • Data Science in Real Life by Johns Hopkins University
    Coursera
    Jan, 2019
    - Nov, 2024
  • R Programming A-Z™: R For Data Science With Real Exercise
    Udemy
    Apr, 2018
    - Nov, 2024
  • Advanced Google Analytics
    Google
    Dec, 2019
    - Nov, 2024
  • Google Analytics Individual Qualification
    Google
    Dec, 2019
    - Nov, 2024
  • Introduction to Data Studio
    Google
    Sep, 2019
    - Nov, 2024
  • Statistics for Business Analytics and Data Science A-Z™
    Udemy
  • R Programming: Advanced Analytics In R For Data Science
    Udemy

Experience

  • CIMB Thai Bank
    • Thailand
    • Banking
    • 700 & Above Employee
    • Vice President, Business Data Analytics
      • Sep 2022 - Present

      As a Data Analyst and Data Scientist, I developed and implemented machine learning models to extract valuable insights from large datasets. I collaborated with cross-functional teams to develop and implement data-driven solutions, building predictive models that supported various product owners such as investments, deposits, and secured and unsecured loans. I also generate leads for cross-selling and up-selling in marketing campaigns. I meticulously monitored model performance and continuously made improvements, ensuring optimal accuracy and efficiency.

  • PwC Thailand
    • Thailand
    • Accounting
    • 700 & Above Employee
    • Senior Data Analyst
      • Jun 2021 - Sep 2022

      As a Senior Data Analyst at PwC Thailand, I had the opportunity to work on a wide range of projects for various clients across different industries. One of my most notable projects was as a Data Analyst consultant for an international FMCG company, where I was responsible for delivering valuable insights through advanced data analysis. Another highlight of my time at PwC was being the PMO of the IFRS17 implementation project for an insurance client. In this project, I led a cross-functional team and managed the sprint plan, collaborating with multiple countries including SG, HK, IT, and AT. It was a challenging and exciting experience that allowed me to develop my project management skills and learn about international business practices. I also worked on several Tax Analytics projects, where I was responsible for data preparation and visualization. One of my significant achievements was using R to read pdf files and images into text files and cleansing data by using SQL Server. Additionally, I developed a Risk Assessment dashboard using PowerBI, which provided valuable insights for the client. In the banking sector, I was involved in several projects, including TFRS9 and IFRS9 implementations. For TFRS9, I coded and implemented R to automatically generate Expected Credit Loss (ECL) and Net Present Value (NPV) reports. In the IFRS9 project, I gathered data from various sources and developed SSIS to import data automatically into the database. I then mapped the data source with the Bank of Thailand's requirements and conditions and developed an ETL process to generate reports based on those requirements. Overall, my experience at PwC Thailand allowed me to work on challenging and exciting projects, refine my technical and project management skills, and develop a passion for delivering impactful data-driven solutions to clients.

  • analytist
    • Thailand
    • Technology, Information and Media
    • 1 - 100 Employee
    • Senior Data Scientist
      • Nov 2020 - May 2021

      As a Senior Data Scientist at Analytist, I have extensive experience in ETL using SQL and Python, and working with AWS. My ability to analyze data and turn it into actionable insights using PowerBI has been instrumental in creating effective marketing personas for our clients. One of my key achievements has been building recommendation models for our clients. This involved developing algorithms that could analyze customer behavior and preferences to make personalized recommendations for products or services. Additionally, I have also worked on developing Recency, Frequency, Monetary (RFM) models for a customer loyalty program, enabling our clients to target their most valuable customers more effectively.

  • KPMG
    • Canada
    • Accounting
    • 700 & Above Employee
    • Data Analytics - Assistant Manager
      • Feb 2020 - Oct 2020

      • Lead teams to perform key steps in the data analysis process, ranging from data extraction, data preparation, visualization and analysis as part of audit procedures. • Lead project teams to develop data analytics solutions and/or data-driven technology assets to enhance Audit’s dynamic risk assessment, quality, productivity and efficiency. • Design the analytic dashboard to support the Audit Team base on auditing procedures. (Power BI) • Project management for new solutions to improve the auditing processes to decrease process, time-consuming and human errors by using python to automate the processes.

  • The Edutainer
    • Bangkok Metropolitan Area, Thailand
    • Mathematics Instructor
      • Jun 2010 - Feb 2020

      -Teach mathematics as a special instructor for student grade 7-12. ( Part-time) -Teach mathematics as a special instructor for student grade 7-12. ( Part-time)

  • TMB Bank PCL
    • Thailand
    • Banking
    • 700 & Above Employee
    • Data Scientist (Manager-Big Data and ML)
      • May 2019 - Sep 2019

      • End to end developing a predictive model. • Use business and statistic knowledge to analyze data and derive new variables in the data preparation process. • Work with Big Data (Hadoop) • Developing propensity to buy model (lending products). (XGBoost) • Monitor and maintenance model performance. • Word cloud dashboard for customer satisfaction analysis. • Work with both structured and unstructured data. • Experience with Rapidminer, R , Python, and SQL • End to end developing a predictive model. • Use business and statistic knowledge to analyze data and derive new variables in the data preparation process. • Work with Big Data (Hadoop) • Developing propensity to buy model (lending products). (XGBoost) • Monitor and maintenance model performance. • Word cloud dashboard for customer satisfaction analysis. • Work with both structured and unstructured data. • Experience with Rapidminer, R , Python, and SQL

  • True Corporation
    • Thailand
    • Telecommunications
    • 700 & Above Employee
    • Data Analytics & Business Insights (Senior System Analyst)
      • Jul 2017 - Apr 2019

      Data Analyst - Prepare data for the analytical report by using SQL - Explore data by using R and Tableau - Provide best practices for dashboard initialization and dashboard development that can help executives for decision-making. - Initiate and improve dashboard for the more analytical dashboard. Data Scientist - Use statistical knowledge for variable selection. - Build the predictive model using the tool Rapid Miner, R, and Python - Interprete model to fit the business strategy - Use text mining with Python(PyThaiNLP) and FastText for sentiment analysis and category classification of the sentence. Team Learning and Development as Instructor of Data Analytics Program : basic R Programing learning course for internal department Conference and Summit - Predictive analytics innovation summit London 2018 by The Innovation Enterprise

  • Ajinomoto Sales Thailand
    • Bangkok Metropolitan Area, Thailand
    • Sales Executive
      • May 2014 - Jun 2015

      One year experience from as position in Sale Executive. - Selling products, establishing and developing relationships with customer base on prospects;recommending solutions. - Preparing sales reports by collecting, analyzing, and summarizing sales related information. One year experience from as position in Sale Executive. - Selling products, establishing and developing relationships with customer base on prospects;recommending solutions. - Preparing sales reports by collecting, analyzing, and summarizing sales related information.

  • Chulalongkorn University
    • Thailand
    • Higher Education
    • 700 & Above Employee
    • ASEAN Youth Exchange Program
      • Nov 2012 - Nov 2012

      Full-scholarship of ASEAN Youth Exchange Program, Vietnam National University Full-scholarship of ASEAN Youth Exchange Program, Vietnam National University

Education

  • Chulalongkorn University
    Master of Science - MS, Management Information Systems
    2015 - 2017
  • Chulalongkorn University
    Bachelor of Economics, Industrial organization
    2009 - 2013

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