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true, "category_id": "ai_leadership_delivery", "description": "于2026年10月加入NCS，从事Sunshine.core的产品工作。该企业级AI平台通过可复用组件及统一控制平面，支持智能体的构建、运行、治理与监控。职责涵盖产品路线图、需求优先级、产品组合与定位，以及产品推广与采用。", "highlights": [ "汇总业务部门及项目团队的需求，制定统一的产品路线图", "面向内部用户与外部客户，规划平台能力及AI产品的组合与定位", "推进产品市场推广，并以采用情况及产品成效衡量进展", "与架构及交付团队合作，将需求转化为可复用产品" ], "tags": [ "企业AI平台", "产品战略", "产品路线图", "市场推广" ], "source_ids": [ "lim_tern_poh_owner_confirmed_ncs_2026", "ncs_sunshine_core_2026" ] }, "selected_experience": [ { "company": "NCS", "role": "首席产品总监，企业AI平台与产品", "location": "新加坡", "period": "2026年10月至今", "current": true, "category_id": "ai_leadership_delivery", "description": "于2026年10月加入NCS，从事Sunshine.core的产品工作。该企业级AI平台通过可复用组件及统一控制平面，支持智能体的构建、运行、治理与监控。职责涵盖产品路线图、需求优先级、产品组合与定位，以及产品推广与采用。", "highlights": [ "汇总业务部门及项目团队的需求，制定统一的产品路线图", "面向内部用户与外部客户，规划平台能力及AI产品的组合与定位", "推进产品市场推广，并以采用情况及产品成效衡量进展", "与架构及交付团队合作，将需求转化为可复用产品" ], "tags": [ "企业AI平台", "产品战略", "产品路线图", "市场推广" ], "source_ids": [ "lim_tern_poh_owner_confirmed_ncs_2026", "ncs_sunshine_core_2026" ] }, { "company": "新加坡社科大学 SUSS Academy", "role": "行业顾问（Industry Advisor）", "location": "新加坡", "period": "2026年9月至今", "current": true, "category_id": "advisory_appointments", "description": "担任SUSS Academy行业顾问，支持其继续教育与培训（CET）课程的质量及行业相关性。", "highlights": [ "为课程设置、教材、培训资料及考核提供建议", "提供独立的行业视角，并促进研究、战略与学术合作", "支持学员的教育与职业发展机会及路径" ], "tags": [ "行业顾问", "继续教育与培训", "课程质量", "产学合作" ], "source_ids": [ "suss_academy_industry_advisor_2026" ] }, { "company": "德勤", "role": "AI & Data 经理", "location": "新加坡", "period": "2024年10月至2026年9月", "current": false, "category_id": "ai_leadership_delivery", "description": "曾带领4名部署策略师，分布在日本（2名）、台湾（1名）和新加坡（1名），为一家跨国半导体公司提供服务。曾与客户团队驻场协作，推动企业AI落地，支持Claude部署、API接入、智能体工作流与AI产品开发，并为智能体产品设计与运行机制工程（harness engineering）提供建议。", "highlights": [ "曾与客户团队驻场协作，解决AI采用中的问题，支持Claude部署、API接入及智能体工作流开发", "为咨询团队及客户AI团队提供智能体产品设计与运行机制工程建议，支持运营规划用例", "设计基于Google Cloud的目标运营模式，明确数据权责、治理安排与平台工作流程", "带领20人的区域团队，开展从Oracle报表系统到Google Cloud的迁移工作", "带领团队更新区域数据治理框架，涵盖价值衡量与数据全生命周期管控" ], "tags": [ "驻场AI落地", "智能体AI", "Claude", "智能体运行机制工程", "团队领导", "数据治理" ], "source_ids": [ "gitex_asia_2025", "linkedin_public_profile", "linkedin_role_dates_2026_09", "lim_tern_poh_owner_confirmed_deloitte" ] }, { "company": "Yoozoo Games AI Innovation Lab (AI2Labs)", "role": "高级AI产品经理", "location": "新加坡", "period": "2022年3月至2022年11月", "current": false, "category_id": "ai_leadership_delivery", "description": "带领10人的跨职能团队推进Slick.AI产品工作，服务游戏工作室与外部开发者。", "highlights": [ "制定产品路线图，协调机器学习能力、业务目标与用户需求", "改进用户体验，并引入面向非技术用户的无代码界面", "制定面向内部游戏工作室与外部开发者的产品推广策略" ], "tags": [ "AI产品", "产品管理", "AI商业化", "用户体验" ], "source_ids": [ "nus_profile", "nus_mba_journey", "linkedin_public_profile", "linkedin_role_dates_2026_09" ] }, { "company": "新加坡全国人工智能核心", "role": "副总监（战略与特别项目）", "location": "新加坡", "period": "2021年6月至2022年3月", "current": false, "category_id": "ai_leadership_delivery", "description": "参与国家级AI就绪度、咨询与产品项目，帮助企业把需求转化为可落地的AI选择。", "highlights": [ "是新加坡AI就绪度指数（AIRI）框架的设计者之一", "从AIAP第二批学员和高级AI工程师逐步晋升至顾问和领导岗位", "使新加坡全国人工智能核心项目更贴近企业AI就绪度需求", "帮助管理者梳理可落地的AI用例" ], "tags": [ "AIRI", "AI战略", "产品", "市场进入策略", "企业级AI" ], "source_ids": [ "gitex_asia_2025", "aisingapore_airi", "aisingapore_aiap_career_transformation", "nus_profile", "linkedin_public_profile", "linkedin_role_dates_2026_09" ] }, { "company": "新加坡全国人工智能核心", "role": "AI工程、咨询与标准相关岗位", "location": "新加坡", "period": "2018年11月至2021年6月", "current": false, "category_id": "ai_leadership_delivery", "description": "从AIAP学员逐步晋升为高级AI工程师、资深AI顾问（Principal AI Consultant）及AI标准与咨询助理负责人，工作涵盖应用型AI、企业咨询、安全指导与开源工具。", "highlights": [ "AIAP学员：2018年11月至2019年8月", "高级AI工程师：2019年8月至2020年2月", "资深AI顾问（Principal AI Consultant）：2020年3月至2020年11月", "AI标准与咨询助理负责人：2020年11月至2021年6月", "帮助企业定义并构建最小可行AI模型", "为RenalTeam项目界定问题、探索数据、选择特征，并协助训练采用一周预测窗口的模型", "经过七个月工作，RenalTeam模型在一周预测窗口下的表现与医疗团队相当", "2020年至2021年，代表新加坡全国人工智能核心担任新加坡人工智能技术委员会（AITC）成员，并作为AI安全工作组成员参与编制TR 99:2021人工智能安全技术参考。", "在FOSSASIA 2020分享新加坡全国人工智能核心开源工具AI Bricks" ], "tags": [ "AI治理", "AI标准", "AI安全", "AI Bricks", "企业AI" ], "source_ids": [ "fossasia_2020", "aisingapore_fossasia_2020", "aisingapore_renalteam_2019", "aisingapore_aiap_career_transformation", "zaobao_ai_engineer_certification_2019", "linkedin_public_profile", "ies_ai_industry_4_pdf", "singapore_standards_tr99", "lim_tern_poh_owner_confirmed_aitc", "linkedin_role_dates_2026_09" ] } ], "selected_innovation": [ { "group_id": "ai_adoption", "title": "SG Weather Ops Dashboard", "role": "项目作者", "period": "公开项目", "summary": "使用Codex和Claude Code构建天气看板，涵盖产品决策、实现、调试与验证。公开仓库展示了AI辅助开发的工作流程。", "tags": [ "AI辅助开发", "Codex", "Claude Code", "公开仓库" ], "source_ids": [ "sg_weather_ops_dashboard_repo", "aisingapore_aixtech_certificate_2026" ], "diagram": { "title": "SG Weather：个人开发项目", "description": "根据公开代码库绘制的简化架构。看板调用Express API；API将地点及天气快照存入SQLite，并获取新加坡天气数据。", "client": "看板 · React / Vite", "api": "API · Express", "store": "存储 · SQLite / Drizzle", "provider": "天气 · data.gov.sg", "source_label": "阅读架构与开发案例", "source_url": "https://github.com/optiflow/sg-weather-ops-dashboard#architecture" } }, { "group_id": "ai_adoption", "title": "新加坡全国人工智能核心AI应用与AIRI工作", "role": "副总监（战略与特别项目）及资深AI顾问（Principal AI Consultant）", "period": "2018-2022", "summary": "参与AI就绪度、咨询、产品、标准、安全和AI应用交付工作。", "tags": [ "AI落地", "AIRI", "AI标准", "企业AI" ], "source_ids": [ "nus_profile", "gitex_asia_2025", "aisingapore_airi", "aisingapore_aiap_career_transformation", "linkedin_public_profile", "singapore_standards_tr99" ] }, { "group_id": "ai_adoption", "title": "RenalTeam肾病患者住院风险预测", "role": "高级AI工程师", "period": "2019年", "summary": "与团队界定问题、探索数据、选择特征，并训练采用一周预测窗口的模型。经过七个月的项目工作，模型表现与RenalTeam医疗团队相当。", "tags": [ "应用型AI", "医疗", "问题界定", "决策支持" ], "source_ids": [ "aisingapore_renalteam_2019", "medium_kidney_hospitalisation_2019" ] }, { "group_id": "mentoring_ecosystem", "title": "Google for Startups与500 Global创业导师", "role": "创业导师", "period": "过往项目", "summary": "曾通过Google for Startups和500 Global项目辅导AI原生创业者，围绕AI战略、产品方向和市场进入策略提供建议。", "tags": [ "创业导师", "AI战略", "产品", "市场进入策略" ], "source_ids": [ "sginnovate_ai_business_leaders", "google_for_startups_accelerator_sea", "linkedin_public_profile", "nus_profile" ] }, { "group_id": "venture_building", "title": "Antler Singapore驻场创始人", "role": "驻场创始人（Founder-in-Residence）", "period": "2024", "summary": "在完成国大-北大MBA期间加入Antler Singapore创业孵化项目，探索早期AI创业方向和商业验证。", "tags": [ "Antler", "创业实践", "AI创业", "商业验证" ], "source_ids": [ "nus_profile", "sginnovate_ai_business_leaders", "linkedin_public_profile" ] }, { "group_id": "venture_building", "title": "杜克-国大医疗科技（MedTech）创新", "role": "Health Innovator Programme商业方向成员（Business Fellow）", "period": "2023", "summary": "作为杜克-国大跨职能团队成员，与临床医生共同开发宫颈癌筛查创新项目。该项目于2024年3月在新加坡提交专利申请；国大资料显示，项目也获得5万新元创新资助。", "tags": [ "MedTech", "杜克-国大", "专利申请", "创新资助" ], "source_ids": [ "nus_profile", "duke_nus_dhip", "dhip_patent_filing_2024" ] }, { "group_id": "venture_building", "title": "国大GRIP Wise / WiSeCue", "role": "COO", "period": "2020", "summary": "在国大GRIP项目中担任Wise/WiSeCue COO。该项目围绕用于植入物监测的无线传感平台展开。", "tags": [ "国大GRIP", "WiSeCue", "医疗传感", "创业实践" ], "source_ids": [ "nus_grip_wise_factbook_2020" ] } ], "selected_projects": [ { "name": "德勤企业AI实践", "type": "企业AI交付", "summary": "带领4名部署策略师，与客户团队协作，支持Claude部署、API接入与智能体工作流开发。", "contribution": "带领4名部署策略师，并与客户团队驻场协作。", "home_order": 1, "primary_source_id": "linkedin_public_profile", "primary_source_url": "https://www.linkedin.com/in/ternpohlim/", "source_ids": [ "linkedin_public_profile", "lim_tern_poh_owner_confirmed_deloitte", "linkedin_role_dates_2026_09" ] }, { "name": "游族Slick.AI产品管理", "type": "AI产品领导力", "summary": "带领10人的跨职能团队推进Slick.AI产品工作，协调路线图、用户体验与业务需求。", "contribution": "带领跨职能团队并制定产品路线图。", "home_order": 2, "primary_source_id": "linkedin_public_profile", "primary_source_url": "https://www.linkedin.com/in/ternpohlim/", "source_ids": [ "linkedin_public_profile", "linkedin_role_dates_2026_09", "nus_profile", "nus_mba_journey" ] }, { "name": "AI就绪度指数（AIRI）", "type": "国家级AI框架", "summary": "帮助组织评估AI成熟度、能力差距和AI就绪度的行业框架。", "contribution": "作为AIRI设计者之一，参与设计该框架。", "result": "AIRI为组织评估AI成熟度、能力差距和AI就绪度提供结构化方法。", "home_order": 3, "primary_source_id": "aisingapore_airi", "primary_source_url": "https://aisingapore.org/ai-readiness-index-where-are-you-on-the-ai-journey/", "source_ids": [ "gitex_asia_2025", "aisingapore_airi" ] } ], "education": [ { "institution": "新加坡国立大学（国大）与北京大学（北大）", "degree": "工商管理硕士双学位（MBA）", "location": "新加坡与北京", "period": "2022年至2024年", "highlights": [ "获国大MBA 2024届毕业生代表（Valedictorian）荣誉", "国大商学院Mandarin Alumni金奖获得者", "优秀毕业生奖（Outstanding Graduating Student Prize）获得者", "在国大保持5.0/5.0满绩点", "2022年中国-东盟青年领袖奖学金（ACYLS）获得者", "在北大获得Horizon Scholarship和三好学生荣誉", "北大光华MBA学生大使", "国大MBA Tech Club和Entrepreneurship Club执行委员会成员", "INSEAD Product Game 2023决赛入围，国大VCIC 2024亚军", "在国大MBA Tech Club三期“面向商业领袖的AI”工作坊系列中担任讲师与主持人" ], "source_ids": [ "nus_mba_journey", "nus_profile", "pku_guanghua_mba_adventure", "pku_guanghua_student_ambassadors", "acyls_2022_final_list", "linkedin_public_profile", "insead_product_games_2023", "insead_product_games_youtube", "nus_mba_ai_business_leaders_workshop" ], "summary": "获国大MBA 2024届毕业生代表（Valedictorian）荣誉，并在MBA Tech Club的“面向商业领袖的AI”工作坊系列中担任讲师与主持人。" }, { "institution": "国大", "degree": "计算机硕士（人工智能方向）", "location": "新加坡", "period": "2020年至2022年", "highlights": [ "2022年5月完成学位", "云计算课程项目：FaceSpeaks，一个基于AWS、探索视频通话场景的计算机视觉原型", "课程项目：设计多智能体交易系统的架构" ], "source_ids": [ "nus_profile", "linkedin_public_profile" ], "summary": "以人工智能为学习方向，课程项目涵盖云端计算机视觉原型与多智能体系统设计。" }, { "institution": "新加坡管理大学（SMU）", "degree": "商业管理学士，金融与国际贸易方向", "location": "新加坡", "period": "2010年至2014年", "highlights": [ "院长荣誉名单（Dean's List）", "SMU Merchants' Club 主席", "带领SMU团队在CME Group Commodity Trading Challenge全球排名第7" ], "source_ids": [ "smu_trading_challenge", "smu_commodities_article", "zaobao_smu_success_2014" ], "summary": "学习金融与国际贸易，并带领SMU团队在CME Group Commodity Trading Challenge中获得全球第7名。" }, { "institution": "共和理工学院", "degree": "生物医学科学专业文凭及高级文凭", "location": "新加坡", "period": "2005年至2008年", "highlights": [ "完成生物医学科学专业文凭和高级文凭" ], "source_ids": [ "fossasia_2020", "lim_tern_poh_owner_confirmed_education" ], "summary": "在转向金融、AI与医疗科技创新之前，接受生物医学科学专业训练。" } ], "selected_achievements": [ { "title": "国大MBA毕业生代表（Valedictorian）", "description": "获国大MBA 2024届毕业生代表（Valedictorian）荣誉，以及优秀毕业生奖（Outstanding Graduating Student Prize）。", "type": "学术", "category_id": "education_awards", "source_ids": [ "nus_profile" ] }, { "title": "TR 99:2021 AI安全技术参考", "description": "2020年至2021年，代表新加坡全国人工智能核心担任新加坡人工智能技术委员会（AITC）成员，并作为AI安全工作组成员参与编制TR 99:2021人工智能安全技术参考。", "type": "AI治理贡献", "category_id": "governance_public_contribution", "source_ids": [ "linkedin_public_profile", "singapore_standards_tr99", "ies_ai_industry_4_pdf", "lim_tern_poh_owner_confirmed_aitc" ] }, { "title": "国大商学院Mandarin Alumni金奖", "description": "在国大MBA期间获得国大商学院Mandarin Alumni金奖（NUS Business School Mandarin Alumni Gold Medal）。", 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