[ { "company": "Deloitte", "role": "Manager, AI & Data", "location": "Singapore", "period": "2024-Present", "current": true, "category_id": "ai_leadership_delivery", "description": "Advises enterprise leaders on AI, data, generative AI, and business transformation. Works across strategy, governance, delivery, and stakeholder alignment.", "highlights": [ "PMO for large AI delivery work across Fortune 500 APAC clients", "Coordinates business leaders, consulting teams, and technical teams", "Turns complex AI topics into clear decisions for executives" ], "tags": ["AI Strategy", "Data", "GenAI", "Consulting", "Transformation"], "source_ids": ["gitex_asia_2025", "nus_profile"] }, { "company": "Yoozoo Games AI Innovation Lab (AI2Labs)", "role": "Senior AI Product Manager", "location": "Singapore", "period": "2022", "current": false, "category_id": "ai_leadership_delivery", "description": "Led AI product work in Yoozoo's AI Innovation Lab, also referenced publicly as AI2Labs, connecting engineering, design, business goals, and user needs.", "highlights": [ "Managed AI product direction and delivery", "Aligned technical roadmaps with business needs", "Worked with software, data, and design teams" ], "tags": ["AI Product", "Product Management", "AI Commercialization", "User Experience"], "source_ids": ["nus_profile", "nus_mba_journey"] }, { "company": "AI Singapore", "role": "Associate Director (AI Innovation)", "location": "Singapore", "period": "2021-2022", "current": false, "category_id": "ai_leadership_delivery", "description": "Led national AI adoption and product work that connected AI readiness, enterprise demand, and go-to-market execution.", "highlights": [ "Led work on Singapore's AI Readiness Index, known as AIRI", "Connected AI Singapore programs with enterprise adoption needs", "Helped leaders translate AI ambition into practical adoption paths" ], "tags": ["AIRI", "AI Strategy", "Product", "Go-to-Market", "Enterprise AI"], "source_ids": ["gitex_asia_2025", "aisingapore_airi", "nus_profile", "linkedin_public_profile"] }, { "company": "AI Singapore", "role": "Principal AI Consultant; Assistant Head of AI Standards", "location": "Singapore", "period": "2018-2021", "current": false, "category_id": "ai_leadership_delivery", "description": "Worked on enterprise AI consulting, AI standards, AI security guidance, and open source AI tools.", "highlights": [ "Helped enterprises scope and build minimum viable AI models", "Worked on AI standards and AI security guidance, including TR 99:2021", "Spoke at FOSSASIA 2020 on AI Singapore's open source AI Bricks" ], "tags": ["AI Governance", "AI Standards", "AI Security", "AI Bricks", "Enterprise AI"], "source_ids": ["fossasia_2020", "aisingapore_fossasia_2020", "zaobao_ai_engineer_certification_2019", "linkedin_public_profile", "ies_ai_industry_4_pdf", "singapore_standards_tr99"] }, { "company": "GovTech Singapore and National AI Office", "role": "Data Science and AI Programme Manager; AI policy and standards support", "location": "Singapore", "period": "2019-2020", "current": false, "category_id": "ai_leadership_delivery", "description": "Supported whole-of-government data, analytics, and AI work through secondments while at AI Singapore.", "highlights": [ "Worked on public-sector AI and analytics programs", "Supported national AI strategy, standards, and governance work" ], "tags": ["Public Sector", "AI Governance", "Analytics", "National AI"], "source_ids": ["fossasia_2020"] }, { "company": "Google for Startups and 500 Global", "role": "Startup Mentor", "location": "Singapore", "period": "Past-Present", "current": true, "category_id": "venture_ecosystem", "description": "Mentors founders on AI strategy, product direction, go-to-market, and business model choices.", "highlights": [ "Mentored AI-first startups through Google and 500 Global programs", "Advised founders on product-market fit, AI use cases, and commercial strategy" ], "tags": ["Mentoring", "Startups", "AI Strategy", "Product", "Go-to-Market"], "source_ids": ["sginnovate_ai_business_leaders", "google_for_startups_accelerator_sea", "nus_profile", "linkedin_public_profile"] }, { "company": "Association of Small & Medium Enterprises", "role": "Digitalization & AI Action Group Member", "location": "Singapore", "period": "2024-2025", "current": false, "category_id": "venture_ecosystem", "description": "Supported SME-focused AI and digitalization work through ASME's Digitalization & AI Action Group.", "highlights": [ "Advised on AI adoption strategy for small and medium enterprises", "Contributed to ecosystem work on digitalization and AI awareness" ], "tags": ["SME AI Adoption", "Digitalization", "Ecosystem", "AI Strategy"], "source_ids": ["linkedin_public_profile", "zaobao_ai_jobs_2024"] }, { "company": "Antler Singapore", "role": "Founder-in-Residence", "location": "Singapore", "period": "2024", "current": false, "category_id": "venture_ecosystem", "description": "Joined Antler Singapore's startup incubator while completing the NUS-PKU MBA.", "highlights": [ "Worked on early-stage AI startup ideas and business validation", "Brought venture-building work into his AI leadership profile" ], "tags": ["Venture Building", "Startups", "AI", "Business Validation"], "source_ids": ["nus_profile", "sginnovate_ai_business_leaders", "linkedin_public_profile"] }, { "company": "Duke-NUS Health Innovator Programme", "role": "MedTech Startup Co-Founder", "location": "Singapore", "period": "2023", "current": false, "category_id": "venture_ecosystem", "description": "Co-developed a cervical cancer screening innovation with clinicians during the NUS MBA journey.", "highlights": [ "Co-founded a MedTech project focused on cervical cancer screening", "Filed a patent for the screening device", "Secured S$50,000 in innovation grant funding" ], "tags": ["MedTech", "HealthTech", "Patent", "Grant", "Venture Building"], "source_ids": ["nus_profile", "nus_mba_journey", "duke_nus_dhip"] }, { "company": "Wise / WiSeCue", "role": "COO", "location": "Singapore", "period": "2020", "current": false, "category_id": "venture_ecosystem", "description": "Served as COO for Wise/WiSeCue in the NUS Graduate Research Innovation Programme. The venture worked on a wireless sensing platform for implant monitoring.", "highlights": [ "Listed in NUS GRIP team factsheets as COO", "Worked on venture-building for a healthcare sensing platform" ], "tags": ["NUS GRIP", "Venture Building", "MedTech", "Healthcare Sensing"], "source_ids": ["nus_grip_wise_factbook_2020"] }, { "company": "Procter & Gamble", "role": "APAC Purchasing Manager, IT Innovation", "location": "Singapore", "period": "2016-2017", "current": false, "category_id": "commercial_foundations", "description": "Worked on IT innovation procurement across APAC before moving into AI full time.", "highlights": [ "Managed IT innovation purchasing work across APAC", "Built the business base that later shaped his AI strategy work" ], "tags": ["Procurement", "IT Innovation", "APAC", "Business Operations"], "source_ids": ["fossasia_2020"] }, { "company": "Bunge", "role": "Trainee Trader (Palm Oil)", "location": "Singapore", "period": "2014-2016", "current": false, "category_id": "commercial_foundations", "description": "Started in physical commodity markets and supply chain work.", "highlights": [ "Built early experience in commodity markets, supply, demand, and trade flows", "Carried a practical market lens into later AI cost and infrastructure analysis" ], "tags": ["Commodities", "Trading", "Supply Chain", "Markets"], "source_ids": ["fossasia_2020", "smu_trading_challenge"] } ]