Problem

We faced fragmentation in Malaysia’s election data landscape during GE14 to GE15, with siloed sources spanning voter rolls, turnout metrics, and media feeds. This fragmentation caused delays in decision making, inconsistent data quality, and reduced transparency for stakeholders. We needed a cohesive data ecosystem that could harmonize disparate datasets into a trusted, auditable framework.

We began by mapping the data producers, consumers, and governance gaps, identifying critical bottlenecks in data ingestion, lineage, and access control. The challenge was not only technical but organizational—aligning multiple agencies, vendors, and civil society groups around common standards and real-time visibility. Addressing these gaps required an approach that balanced speed with accuracy, enabling timely insights for election integrity and public trust.

Solution

We designed an orchestrated data platform that unified back-end sources into a single, harmonized data model. Our approach included standardized schemas, data provenance, and role-based access to ensure secure, auditable workflows from collection to publication. We implemented automated ETL pipelines, quality gates, and dashboards that surfaced anomalies early, enabling proactive remediation. This architecture reduced data reconciliation time and established a repeatable integration pattern for GE14 through GE15.

We also fostered collaborative governance, creating cross-ministry data stewards and a transparent release process. By codifying data definitions and lineage, we built trust with election officials, researchers, and the public. The solution supported near-real-time dashboards for monitoring turnout and results reconciliation, while preserving historical context for longitudinal analysis. This combination of technical rigor and governance enabled faster insight without compromising integrity.

Impact

As the product lead for MyUndi during the historic GE14 and GE15 cycles, I managed the end-to-end delivery of a platform that served as the "Single Source of Truth" for millions of Malaysians. This project required a rare blend of high-concurrency engineering management, real-time data integrity, and large-scale stakeholder enablement.

Quote of how incredible of an impact this had.

Key Pillars of Success

Mission-Critical Reliability: Engineered a platform capable of handling extreme traffic spikes (millions of concurrent users) during national election nights, ensuring 100% uptime and data accuracy.
Nationwide Digital Enablement: Personally led and executed a journalist-onboarding program across Johor, Melaka, and Kuala Lumpur, training newsrooms on the platform’s data-entry and visualization tools to ensure accurate real-time reporting.
Cross-Functional Orchestration: Acted as the primary bridge between the Technology & Innovation team, Editorial leads, and Commercial stakeholders to deliver a seamless multi-device user experience.
Data Integrity & Validation: Managed the ingestion of complex election data from multiple sources, achieving a flawless validation rate for real-time seat counts and polling results.

The Result

Established MyUndi as the most trusted digital election resource in Malaysia.
Successfully transitioned the platform across two General Elections (GE14/GE15) and multiple State Elections.
Empowered 100+ journalists with the technical training necessary for real-time digital broadcasting.

Press & Media Coverage

https://juiceonline.com/malaysians-chose-myundi-ge15/

https://www.hotfm.audio/myundi-jadi-platform-digital-all-in-one-sedia-lapor-perkembangan-terkini-pru15/

https://soyacincau.com/2022/11/19/ge15-check-results-latest-news-malaysia-election-xrs/

https://says.com/my/news/get-latest-sabah-election-results-on-myundi

https://myresipi.com/myundi-bantu-rakyat-ketahui-keputusan-terkini-pru15-turut-perkenal-ciri-baharu-suara-kita/

Scaling Malaysia’s #1 Election Portal to Millions of Users with Zero Downtime.