關於About

軟硬整合 · 全端 · AIHW–SW · Full-Stack · AI

我是 tipo，主要是軟體開發，也擅長設計硬體電路等，並整合進軟體應用。平時也常研究各種電路與 AI 應用。

I'm tipo. I mainly do software development, and I'm also good at designing hardware circuits and integrating them into software. I often explore different circuit and AI applications.

經歷Experience

  1. 正職工程師Full-time Engineer2026/06 – 至今2026/06 – Present
  2. 兼職工程師Part-time Engineer2023/02 – 2026/05
  3. 實習生Intern2023/01 – 2023/02
Genius Holdings Co., Ltd. — Taiwan Branch
薩摩亞商傑尼斯投資控股有限公司 台灣分公司
  • 設計 MotionAI Sport Tracker（動智運動紀錄器）的 App 軟體與硬體，已於 App Store 與 Google Play 上架。Designed the software and hardware of MotionAI Sport Tracker, shipped on the App Store and Google Play.
  • 投入居家睡眠呼吸中止偵測研究：設計 NightSonic 裝置電路、開發 ViT 模型並訓練測試，成果發表於期刊論文。Worked on home sleep-apnea detection — designed the NightSonic device circuit and developed/trained the ViT model; the results were published in a journal.

專案Projects

App · iOS / Android
MotionAI Sport Tracker 動智運動紀錄器
負責 App 軟體與硬體設計，結合 AI 的運動偵測與紀錄。Led software and hardware design — an AI-powered sports motion tracker.
App Store · Google Play
硬體 · 電路設計Hardware · Circuit
NightSonic Sleep Tracker 下顎追蹤裝置
配戴於下顎的超音波發射裝置，負責電路設計；訊號由智慧型手機麥克風接收，用於居家睡眠呼吸中止偵測研究。A compact ultrasonic emitter worn on the mandible — designed the circuit; its tones are captured by a smartphone microphone for home sleep-apnea detection research.

研究與專利Research & Patents

2026期刊論文 · 共同作者Journal · Co-author
Validation of an artificial intelligence-driven novel microphone-based wireless jaw movement and respiratory event detection system for home sleep apnea testing
Biomedical Signal Processing and Control · 2026/07
研究於 Genius Holdings 任職期間進行。Research conducted during my time at Genius Holdings.
貢獻：負責 Vision Transformer (ViT) 模型的設計與實作，並參與資料收集與模型訓練、測試。Contribution: designed and implemented the Vision Transformer (ViT) model; contributed to data collection and model training and testing.
DOI: 10.1016/j.bspc.2026.110008
2025發明專利 · 共同發明人Patent · Co-inventor
應用於物理變化現象之聲波標註訓練方法、系統及其設備An Acoustic Annotation Training Method, System, and Device Applied to Physical Change Phenomena
An Acoustic Annotation Training Method, System, and Device Applied to Physical Change Phenomena應用於物理變化現象之聲波標註訓練方法、系統及其設備
公開號 TW202534345A · 申請號 TW114107368Publication No. TW202534345A · Application No. TW114107368
申請日 2025/02/27 · 公開日 2025/09/01Filed 2025/02/27 · Published 2025/09/01

學歷Education

2026/06學士Bachelor
國立臺北護理健康大學National Taipei University of Nursing and Health Sciences
資訊管理系Department of Information Management

寫作Writing

Medium
Medium — @Li_tipo
技術筆記與開發心得。Technical notes and development write-ups.