
Building products at the intersection of AI, SaaS, and data platforms. 6+ years shipping features that drive millions in savings and serve tens of thousands of users across global markets.
Who I am and what drives me
I am a Technical Product Manager based in Singapore with a passion for building products that solve real problems at scale. My journey spans from automating retail workflows at NTUC to architecting AI data platforms at TikTok (ByteDance) and now leading SaaS OTT product strategy at Goose.
At TikTok, I owned the AI Data Platform by authorizing 62 PRDs, shipping 46 features, and driving end to end development. I designed RBAC for 61,611 users, launched a crowdsourcing mobile app to 5,000+ MAU, and coordinated with cross-functional teams across Dublin, US, China, and Malaysia.
Currently at Goose, I'm defining the GTM strategy for our B2B SaaS OTT platform, building advertisement banner systems, and shaping the ad monetization roadmap, all while ensuring DRM compliance and platform governance across APAC and EMEA markets.
During my free time, I am usually experimenting with vibe coding and agentic workflows. I enjoy building custom life-ops bots that leverage Claude and Google Antigravity for experimental bot deployments. I am fascinated by the intersection of natural language and software architecture, and I use my personal time to prototype tools that solve my own operational bottlenecks.
Where I've built and shipped products
A chronological journey through key product initiatives
Redesigned API payload structures across the data platform, reducing manual data processing by 90% and cutting response times for downstream consumers.
Deployed role-based access control with OAuth 2.0 and SAML for 61,611 users, enforcing GDPR and ISO 27001 compliance across global operations.
Designed an intelligent headcount allocation algorithm that optimized task distribution by 93.2%, saving $2M annually in operational costs.
Launched a cross-platform mobile application for crowdsourced data labeling, reaching 5,000+ MAU and boosting user satisfaction by 67%.
Built and ran 4 A/B tests to validate product hypotheses on the labeling platform, establishing a data-driven decision-making culture across the team.
Designed an RCA dropdown system for the QA pipeline, enabling moderation lab teams to categorize and track quality issues systematically.
Led the PRD for the start.ai mobile app (Android & iOS), enabling on-the-go task management and crowdsourcing workflows for field operators.
Designed a real-time live dashboard for crowdsourcing operations, providing instant visibility into task throughput, labeler activity, and queue health.
Enhanced the smart allocation engine with improved data extraction pipelines and skillset-based matching, further optimizing workforce distribution.
Revamped the Brand Safety interface with VL2 video controls and time-range clipping to support GenAI video recaptioning projects.
Designed security compliance enhancements to meet ISO 27001 certification requirements, implementing granular access controls and audit logging.
Built a self-serve Help Center to reduce CS oncall manpower, plus a mobile Exam Center for remote skill assessments and certification.
The tools and domains I work with
Academic foundation and recognition
Bachelor of Business Management (BBM)
Aug 2018 – Apr 2022
Singapore Management University · 2024
ByteDance · 2023
Vertical Institute · 2023
Let's build something great together
I'm always open to discussing new product challenges, technical leadership opportunities, or interesting collaborations. Whether you're looking for a Technical PM to lead your next product initiative or just want to connect, feel free to reach out.
Drop me a line and I'll get back to you shortly.