Over 13 years of experience in Data Analytics, specializing as a vendor across multiple multi-million-dollar projects. Proven track record of managing end-to-end project lifecycles—from requirements gathering and solution design to implementation and user acceptance testing (UAT). Extensive experience serving as a Solution Architect, leading data warehouse modeling, dashboard/report design, data engineering, and technical team management. Highly skilled in collaborating with business stakeholders to translate complex requirements into scalable and efficient data solutions.
Involved in NCS in all major presales quotation for Analytics projects, from 2012-2018 as one of the main Solution Architect in the department. Some of the presales projects won are CGH Data Analytics Project(~1.5m), NTU Student 360 Data warehouse Phase 1 & 2 (~2m), eHInts Phase 3 & 6 (~1m)
Requirements Gathering & Analysis