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.

TING CHONG NA

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.

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.

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Experience Level

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, 2017
Supported 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, 2025
Led 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, 2017

Qualifications

SOA Exam P/1 (Probability)
January 11, 2030 - January 7, 2026
SOA Exam FM/2 (Financial Mathematics)
January 11, 2030 - January 7, 2026
Google Advanced Data Analytics Specialization
January 11, 2030 - January 7, 2026
IBM AI Engineering Specialization
January 11, 2030 - January 7, 2026
IBM Machine Learning Specialization
January 11, 2030 - January 7, 2026
IBM Data Science Specialization
January 11, 2030 - January 7, 2026
Deep Learning Specialization
January 11, 2030 - January 7, 2026

Industry Experience

Financial Services, Manufacturing, Professional Services