As a data analyst in Edgeprop Malaysia, I work hard to optimize the company's data infrastructure and analytics capability while developing data products to serve the our customers. - Spearheaded the establishment of a data warehouse on Google Bigquery by setting up ELT pipelines to consolidate data from multiple sources such as MongoDB and GA4 to support analytics data products.- Led the development of efficient dashboard product backend APIs using FastAPI, resulting in a more than 10x reduction in BigQuery querying costs compared to previous third-party dashboarding tools, significantly improving operational efficiency and cost-effectiveness of data analytics processes.- Significantly contributed to 2 high-valued consulting projects to produce data-driven property development strategy for developer clients as a key member of a three-person analysts team by supporting data analytics incorporating demographic, economic, behavioural, and point-of-interest analysis using python and QGIS.- Developed sophisticated geo-behavioural analytics solutions for a high-value project by developing interactive Python-based dashboards, transforming complex visitor movement data from over into actionable insights. - Engineered an innovative clustering mechanism for all commercial areas in Greater Kuala Lumpur enabling advanced geo-behavioural analytics such as the preferences of visitors across thousands of commercial areas.

Worked on submission drawings, architectural concept and interior design.

worked on architectural preliminary design, modelling and tender drawings.