Available to hire
I have hands-on experience as both a Data Analyst and Data Science practitioner, where I worked with large datasets to extract insights, build predictive models, and support data-driven decision-making.
My background includes data cleaning, exploratory analysis, SQL querying, and dashboard development, as well as applying machine learning techniques such as regression and classification for forecasting and customer segmentation. I am comfortable translating complex data findings into clear business insights and collaborating with stakeholders to drive measurable impact.
Skills
Experience Level
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Language
English
Fluent
Chinese
Fluent
Work Experience
Intern, Pricing Department (Proposals & Pricing) at Tokio Marine Life Insurance Malaysia
January 1, 2017 - March 1, 2017Supported actuarial pricing team by automating Excel VBA tools to streamline data validation; performed market intelligence and competitor benchmarking to assist in product strategy discussions; pre-processed large datasets for analysis and reporting.
Business Intelligence Analyst at Leh Sing Sdn Bhd
September 1, 2017 - February 28, 2025Led end-to-end analytics projects supporting sales, supply chain, and customer insights for executive decision-making; designed and maintained interactive Tableau/Power BI dashboards used across business units to track KPIs and trends; performed advanced SQL queries and Python to conduct cohort analysis, product profitability, and churn segmentation; enhanced budgeting accuracy by building data-driven forecasting models reducing costs and delivering actionable insights influencing marketing campaigns and customer retention.
Education
Bachelor of Science (BSc), Actuarial Science at Sunway University
January 1, 2014 - January 1, 2017Qualifications
SOA Exam P/1 (Probability)
January 11, 2030 - January 7, 2026SOA Exam FM/2 (Financial Mathematics)
January 11, 2030 - January 7, 2026Google Advanced Data Analytics Specialization
January 11, 2030 - January 7, 2026IBM AI Engineering Specialization
January 11, 2030 - January 7, 2026IBM Machine Learning Specialization
January 11, 2030 - January 7, 2026IBM Data Science Specialization
January 11, 2030 - January 7, 2026Deep Learning Specialization
January 11, 2030 - January 7, 2026Industry Experience
Financial Services, Manufacturing, Professional Services
Skills
Experience Level
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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