Teh Yap Heng
Credit Risk Data Analyst at KPMG Management & Risk Consulting- Claim this Profile
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Bio
Credentials
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Python Classes and Inheritance
University of MichiganJan, 2022- Sep, 2024 -
Data Collection and Processing with Python
University of MichiganJun, 2021- Sep, 2024 -
Applied Data Science with Python - Level 2
IBMMay, 2021- Sep, 2024 -
Data Visualization Using Python
IBMMay, 2021- Sep, 2024 -
Data Analysis Using Python
IBMApr, 2021- Sep, 2024 -
Python Functions, Files, and Dictionaries
University of MichiganApr, 2021- Sep, 2024 -
Python for Data Science
IBMApr, 2021- Sep, 2024 -
SAS - Asia Pacific University of Technology and Innovation Joint Certificate in Data Science and Business Analytics
SASApr, 2021- Sep, 2024 -
Python Basics
University of MichiganFeb, 2021- Sep, 2024 -
Programming for Everybody (Getting Started with Python)
University of MichiganAug, 2020- Sep, 2024 -
Learn SQL Course
CodecademyJul, 2020- Sep, 2024 -
Machine Learning
Stanford UniversityMay, 2020- Sep, 2024 -
Databases and SQL for Data Science
IBMApr, 2020- Sep, 2024 -
Databases and SQL for Data Science
CourseraApr, 2020- Sep, 2024 -
Python for Data Science and AI
CourseraJan, 2020- Sep, 2024 -
Python for Data Science and AI
IBMJan, 2020- Sep, 2024
Experience
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KPMG Management & Risk Consulting
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Financial Services
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1 - 100 Employee
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Credit Risk Data Analyst
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Mar 2022 - Present
• Conduct model validation on bank’s ImpairmentCalc MFRS9 ECL model developed by Moody’s Analytics. • Model refinement by rerunning multiple linear regression model using R with latest macroeconomic data extracted from Bloomberg Terminal. • Provide training and knowledge transfer to stakeholders for model monitoring tool and model refinement. • Scorecard development for the bank’s Non-Contract Financing programme using Python. • Climate risk stress testing which physical risk (flood risk) is integrated into stress testing using Python. Show less
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Tongdun Technology
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China
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IT Services and IT Consulting
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1 - 100 Employee
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Data Analyst
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Oct 2021 - Mar 2022
• Assisted activities in pre-sale and post-sale activities in the areas of Alternative Credit Scoring. • Credit risk data processing including data preprocessing and transformation (e.g. WoE, IV etc) for insights. • Open Banking API testing and other alternative data validation as part of alternative data mining to incorporate its components into the alternative data ecosystem. • Assisted activities in pre-sale and post-sale activities in the areas of Alternative Credit Scoring. • Credit risk data processing including data preprocessing and transformation (e.g. WoE, IV etc) for insights. • Open Banking API testing and other alternative data validation as part of alternative data mining to incorporate its components into the alternative data ecosystem.
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NielsenIQ
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United States
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Information Services
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700 & Above Employee
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Data Analyst
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Oct 2020 - Sep 2021
• Support transition of market research database from legacy system (Retail Factory) to new system (NRSP) • Gap Analysis of database between Retail Factory and NRSP is within threshold. • Setup database according to client instructions based on client order form. • Identify, investigate and co-ordinate the resolution of data, process or product related to queries. • Analyse and identify gaps and areas for improvement in coding, data input validation and client instructions and drive convergence of processes and tools. Show less
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Education
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2013 - 2017
Staffordshire University
Bachelor of Engineering - BE, Electrical and Electronics Engineering -
2019 - 2020
Asia Pacific University of Technology and Innovation (APU / APIIT)
Master of Science - MS, Data Science & Business Analytics -
2012 - 2013
KDU Penang University College
Foundation degree, Engineering
Community
