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This section highlights both the work I have delivered and the perspectives I have gained along the way. Through selected projects, dashboards, and models, I'd like to showcase my ability to apply analytics for business impact.
Alongside these, I share perspectives shaped by hands-on experience in telecom, e-commerce, and economics — reflections that go beyond numbers to emphasize clarity, strategy, and decision-making.
Together, this space represents my professional journey in data analytics and my ongoing commitment to learning, growth, and sharing. I welcome collaboration and feedback from all who visit.
Portfolio
Portfolio
FTTH Performance Report in Excel
FTTH Performance Report in Excel
20250801
A monthly FTTH performance dashboard built in Excel with automated SQL data integration. It highlights key subscriber KPIs — revenue, gross adds, ARPU, and usage — against targets, with trend analysis across six months for clear, data-driven insights.
Perspectives
Perspectives
Navigating Business Uncertainty through Controlled Experiments
Navigating Business Uncertainty through Controlled Experiments
20250913 - Linkedin
Uncertainty is part of every business; markets shift, customers change, and competition grows.
Controlled experiments like A/B testing help reduce risk, provide causal evidence, and validate ideas before scaling. From telecom to e-commerce, they turn uncertainty into opportunity.
Knwledge Sharing: Telecom Business Acumen
Knwledge Sharing: Telecom Business Acumen
20230515 - Linkedin
I had the opportunity to share my knowledge and experience in data analytics with a group of colleagues at Ncell !
It was incredible to dive into the fundamentals of data analysis, discussing key tools and techniques, especially focusing on the power of data visualization.
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