Dr. Yu-Ting Liu AI / Healthcare / Wearable IoT 劉宇庭 博士｜AI / 醫療健康 / 穿戴式物聯網
Professional Profile 專業簡介
Founder & CEO Mindset · Deep-Tech Execution 創業 CEO 視角・深科技落地執行

Yu-Ting Liu, Ph.D. 劉宇庭 博士

AI/ML Leader in Healthcare, Medical Applications, and Wearable IoT 醫療健康、醫療應用與穿戴式物聯網 AI/ML 技術領導者

Dr. Yu-Ting Liu is an interdisciplinary technology leader with experience spanning academia, semiconductor industry, and startup operations. He currently focuses on data-driven health services through wearable devices and AI-enabled platforms, while specializing in end-to-end AI product development across algorithms, software, hardware, and integrated systems for healthcare, medical, and sports technology. 劉宇庭博士具備跨學界、半導體產業與新創營運的整合經驗，以「數據驅動生活服務」為核心，推動穿戴裝置與 AI 健康平台發展； 同時專長於醫療健康、醫療應用與運動科技領域的 AI 產品端到端開發，涵蓋演算法、軟體、硬體與系統整合。

100+ AI / healthcare / sports products 100+ AI／健康醫療／運動產品 30+ global companies 30+ 全球企業合作 10+ tier-1 design wins 10+ Tier-1 設計導入 40+ papers / patents 40+ 論文／專利 1,000+ citations 1,000+ 論文引用數 Circle Ring + Bondingo Platform Circle 智慧戒指 + Bondingo 平台
Contact聯絡我 View Experience查看經歷
LinkedIn Professional network profile 專業人脈與履歷頁面 Google Scholar Publications and citations 論文與引用紀錄

About關於我

Dr. Liu has devoted to builda health-tech platform centered on data-driven lifestyle services. He led the development of the Circle smart ring and the Bondingo health lifestyle service platform, integrating physiological monitoring, AI analytics, and offline services. 劉宇庭過往致力打造以「數據驅動生活服務」為核心的健康科技平台，帶領團隊開發 Circle 智慧戒指與 Bondingo 健康生活服務平台，整合生理監測、AI 分析與線下服務。

Dr. Liu focuses on AI/ML services for medical applications, healthcare, and sports technology. His products have been launched in consumer electronics, IoT applications, and wearable devices, serving major clients including Acer, Huawei, Xiaomi, OPPO, VIVO, Suunto, and Noise. 劉宇庭博士專注於醫療應用、健康照護與運動科技的 AI/ML 服務開發，相關產品已落地於消費性電子、物聯網與穿戴式裝置， 曾服務 Acer、Huawei、Xiaomi、OPPO、VIVO、Suunto、Noise 等國際品牌客戶。

With both engineering leadership and academic research experience, he brings a multi-perspective approach to product strategy, algorithm development, and commercialization, and has delivered integrated AI products covering hardware, software, and IC-enabled systems. His current goal is to build a long-term health data asset platform that makes health management part of daily life, enabling precision prevention models. 憑藉工程領導與學術研究的雙重背景，他能以多視角推進產品策略、演算法開發與商業化落地，並完成涵蓋硬體、軟體與晶片系統的整合式 AI 產品。 目前目標是建立可長期累積的健康資料資產平台，讓健康管理從醫療行為轉變為日常生活的一部分，推動精準預防醫學服務模式。

Artificial Intelligence人工智慧 Healthcare & Biomedical健康醫療與生醫應用 Wearable / IoT Services穿戴式／物聯網服務 Semiconductor / SoC半導體／SoC Product Management產品管理 Business Development商務開發 Company Operations公司營運
Past / Recent過往／近期角色
Previous COO & CTO, Board Member at GoMore Inc. 曾任 GoMore 營運長暨技術長, 董事
Developed Products開發產品與平台
Circle Smart Ring & Bondingo OMO Health Lifestyle Platform Circle 智慧戒指與 Bondingo OMO 健康生活平台
Location所在地
Hsinchu City, Taiwan
Contact聯絡方式
tingting76319@gmail.com
LinkedIn
linkedin.com/in/yu-ting-liu-91653a78
Google Scholar
scholar.google.com (Yu-Ting Liu)
Education學歷
Ph.D. in Electrical & Computer Engineering (AI / Biomedical), National Chiao Tung University 國立交通大學電機資訊博士（AI / Biomedical）

Developed Products & Platform參與產品與平台

Product product strategy: wearable sensing + AI analytics + OMO services產品策略：穿戴感測 + AI 分析 + OMO 服務

Circle Smart Ring

Wearable Device 穿戴裝置

A smart ring product developed to support continuous physiological monitoring as the front-end data capture layer for data-driven health services. Circle 智慧戒指作為前端資料擷取裝置，支援連續生理監測，建立數據驅動健康服務的核心感測入口。

  • Physiological signal capture for long-term health tracking.
  • 支援長期健康追蹤的生理訊號蒐集。
  • Designed for daily-use adoption and scalable health data accumulation.
  • 以日常佩戴使用為導向，利於健康資料持續累積。
  • Supports AI health evaluation and preventive health service workflows.
  • 銜接 AI 健康評估與預防型健康服務流程。

Bondingo OMO Health Lifestyle Platform

Platform Service 平台服務

An online-merge-offline health lifestyle platform integrating AI analysis, physiological monitoring, and offline services to extend health management from individuals to families and communities. Bondingo 為 OMO 健康生活平台，整合 AI 分析、生理監測與線下服務，將健康管理從個人延伸至家庭與社區。

  • Integrates health data, AI evaluation, and service delivery workflows.
  • 整合健康資料、AI 評估與服務交付流程。
  • Enables collaboration with medical institutions, insurers, and enterprises.
  • 支援與醫療機構、保險與企業的合作應用模式。
  • Targets long-term health data infrastructure and precision preventive medicine.
  • 目標建立長期健康數據基礎建設與精準預防醫學服務模式。

Experience經歷

Selected roles and responsibilities代表性職務與職責

Vice President / COO / Director of the Board / CTO (progressive executive roles) 副總經理／營運長／董事／技術長（歷任高階管理職）

GoMore Inc., Taiwan
2020 – 2024
  • Led Business, Product, R&D, and Customer Support teams (up to 50+ people across Taiwan and China).
  • 帶領商務、產品、研發與客服團隊（台灣與中國合計最高 50+ 人）。
  • Drove design wins with leading brands including Acer, Xiaomi, OPPO, VIVO, Suunto, and Noise.
  • 主導 Acer、Xiaomi、OPPO、VIVO、Suunto、Noise 等國際品牌設計導入。
  • Delivered AI wearable/IoT algorithms for heart rate, activity, sleep, stress, glucose, and personalized coaching systems.
  • 落地穿戴式與 IoT AI 演算法，涵蓋心率、活動、睡眠、壓力、血糖與個人化教練系統。
  • Built strategic collaborations with academic and industry partners to scale product deployment.
  • 建立產學策略合作，加速產品導入與規模化落地。

Technical Manager (AI / Multimedia / IoT) 技術副理（AI / 多媒體 / IoT）

MediaTek Inc., Taiwan
2017 – 2020
  • Led an AI wearable group (10+ people) collaborating with industry, hospitals, and academia.
  • 帶領 AI 穿戴團隊（10+ 人），與產業、醫院與學研單位合作。
  • Designed DSP and AI/ML algorithms for SoC products and consumer IoT devices.
  • 設計 SoC 與消費型 IoT 裝置所需之 DSP 與 AI/ML 演算法。
  • Developed models for sleep staging, sleep apnea detection, blood pressure estimation, and stress assessment.
  • 開發睡眠分期、睡眠呼吸中止偵測、血壓估測與壓力評估模型。
  • Co-published AI papers with academic partners in journals and conferences.
  • 與學術夥伴共同發表 AI 期刊與研討會論文。

Assistant Professor 助理教授

University of Technology Sydney, Australia
2016 – 2017
  • Led computational intelligence / BCI research team with CNN and RNN model development.
  • 帶領計算智慧與腦機介面研究團隊，進行 CNN/RNN 模型開發。
  • Designed 3D VR and 6-axis motion platform for cognitive neuroscience experiments.
  • 建置 3D VR 與六軸動態平台，用於認知神經科學實驗。
  • Developed sensor fusion algorithms for multi-modal physiological/behavioral data.
  • 開發多模態生理與行為資料之感測融合演算法。

Visiting Scholar / Researcher 訪問學者／研究員

UC San Diego (SCCN) & U.S. Army Research Laboratory, USA
2013 – 2016
  • Developed unsupervised learning and adaptive signal enhancement algorithms for bio-signal analysis.
  • 開發用於生理訊號分析的非監督式學習與自適應訊號增強演算法。
  • Contributed to EEG hardware/software systems, fatigue detection, and bio-feedback applications.
  • 參與 EEG 硬體/軟體系統、疲勞偵測與生理回饋應用開發。
  • Worked on neuroergonomics and cognition-related collaborative technology programs.
  • 參與神經人因與認知相關跨機構技術合作計畫。

Expertise & Capabilities專長與能力

Technical strengths and leadership profile技術能力與管理領導輪廓

Technical Expertise技術專長

  • AI / ML for healthcare, medical applications, and wearable sensing.
  • 健康醫療、醫療應用與穿戴感測之 AI / ML 演算法。
  • Biomedical signal processing (EEG / ECG / PPG / accelerometer / GPS).
  • 生理訊號處理（EEG / ECG / PPG / 加速度 / GPS）。
  • DSP and embedded algorithm design for SoC and consumer IoT devices.
  • SoC 與消費型 IoT 裝置之 DSP 與嵌入式演算法設計。
  • Multi-modal analytics, transfer learning, and personalized AI systems.
  • 多模態分析、遷移學習與個人化 AI 系統。
  • End-to-end integration across hardware, software, and system deployment.
  • 硬體、軟體與系統部署的端到端整合能力。

Business & Leadership商務與領導能力

  • Company operation and startup leadership.
  • 公司營運與新創管理。
  • Business development and strategic partnership management.
  • 商務開發與策略夥伴合作管理。
  • Product management and commercialization execution.
  • 產品管理與商業化落地執行。
  • Cross-functional team leadership (R&D, product, support, business).
  • 跨部門團隊領導（研發、產品、客服、商務）。
  • Industry-academia collaboration and design-win execution.
  • 產學合作整合與客戶 design-win 推進。

Education & Major Achievements學歷與主要成就

Academic background and representative outcomes學術背景與代表性成果

Education學歷

  • Ph.D., Electrical and Computer Engineering (Artificial Intelligence / Machine Learning), National Chiao Tung University, Taiwan.
  • 國立交通大學電機與資訊相關領域博士（人工智慧／機器學習）。
  • B.S., Electrical and Computer Engineering (computer science / engineering background), National Chiao Tung University, Taiwan.
  • 國立交通大學學士（電機與資訊工程背景）。

Major Achievements主要成就

  • Designed wins in 30+ global companies and 10+ tier-1 companies.
  • 完成 30+ 全球企業與 10+ Tier-1 客戶設計導入。
  • Developed 100+ AI, healthcare, medical, and sports-related products.
  • 開發 100+ AI、健康醫療與運動相關產品。
  • Published 40+ high-impact papers and/or patents.
  • 累積 40+ 高影響力論文與／或專利。
Selected Organizations 代表合作／任職機構

Awards & Professional Activities榮譽與專業活動

Selected honors and academic service代表性獎項與學術服務

Selected Awards代表獎項

  • 19th National Innovation Excelsior Award (2022).
  • 第 19 屆國家新創精進獎（2022）。
  • 17th National Innovation Award (2020).
  • 第 17 屆國家新創獎（2020）。
  • MediaTek Award for Advanced and Innovation Research (multiple years).
  • 聯發科技先進與創新研究獎（多次）。
  • NCTU Award of Outstanding Paper; NCTU Best Student Scholar Award.
  • 交大優秀論文獎、交大傑出學生獎等。

Professional Activities專業活動

  • AASM (American Academy of Sleep Medicine) review committee service.
  • AASM 美國睡眠醫學學會審查委員服務。
  • Associate Editor, Frontiers in Human Neuroscience.
  • Frontiers in Human Neuroscience 副編輯。
  • Long-term interdisciplinary collaboration across academia, hospitals, and industry.
  • 長期推動跨學界、醫院與產業之跨域合作。