劉士禎 / Shih-Chen Liu

生物學訓練出身，卻在紡織與化學纖維產業的產線上待了 12 年；30 歲時跨域攻讀資訊電機碩士，把深度學習帶回工廠。現職於台化數位及能源轉型專案組，專注 SiC 第三代半導體的試驗產線建立與品質管制自動化。

「我在做的是：讓碳化矽晶圓的品質管制從人工目視，變成 YOLO 自動檢測。」

Trained as a biologist, then spent 12 years on production lines in textile and chemical-fibre manufacturing. At 30 I switched fields to complete an MSc in Information & Electrical Engineering, bringing deep learning back to the factory floor. I now work in FCFC's Digital & Energy Transition Group on SiC pilot-line build-out and quality-control automation.

“I am replacing manual visual inspection of silicon carbide wafers with YOLO-based automated detection.”

廠務高級工程師

直屬總經理室 數位及能源轉型專案組／高溫材料組 · 桃園龜山

• ▸協助 SiC（碳化矽）試驗工廠建立，負責技術評估、跨領域專案整合與廠務執行
• ▸導入機器學習（YOLO）於品質檢測應用，搭配 COMSOL 多物理量模擬進行熱場分析
• ▸年度預算編列、費用報銷（技術費、授權金）、資材請購與檢驗
• ▸環保作業：水污染許可、廢清書變更、廠登申請；投資抵減協助與委外託工管理
• ▸人員調動、工作規範編修、教育訓練（含委外）、資安與資訊設備管理、出入廠作業管理

Senior Manufacturing Engineer

Office of the President — Digital & Energy Transition Group / High-Temperature Materials · Guishan, Taoyuan

• ▸Supported the build-out of the SiC (silicon carbide) pilot fab — technical evaluation, cross-functional coordination and manufacturing engineering execution
• ▸Introduced machine learning (YOLO) for quality inspection, supported by COMSOL multiphysics thermal-field simulation
• ▸Annual budgeting, expense control (licensing fees), material requisition and incoming inspection
• ▸Environmental compliance: water permits, waste-clearance amendments, factory registration filings; investment tax-credit support and outsourcing management
• ▸Staffing, work-standard authoring, training (including outsourced), IT security and device management, factory access control

廠務高級工程師 · 銷售管理師 · 品管工程師

營業部／工廠 · 台北（營業部）／桃園龜山（工廠）

• ▸廠務高工師：成本估算、每月損益預估、月經營績效分析（單位成本）
• ▸銷售管理師：外銷新客戶開發、客訴處理、展場規劃、樣品準備、產品開發
• ▸品管工程師：配方改善、檢測規範建立
• ▸協助產品通過美國綠建材認證（Green Building / low-emission 類）

Senior Costing Engineer · Sales Manager · Quality Engineer

Sales Department / Plant · Taipei (Sales) / Guishan, Taoyuan (Plant)

• ▸Costing: cost estimation, monthly P&L forecasting, monthly per-unit cost performance review
• ▸Sales management: export new-business development, complaint handling, trade-fair planning, sample preparation, product development
• ▸Quality engineering: formulation improvement, inspection-standard authoring
• ▸Supported product certification for US green-building requirements

研究助理

莊立民實驗室 · 台北市

• ▸分生實驗、細胞養殖與小鼠組織收集

Research Assistant

Chuang Li-Ming Laboratory · Taipei

• ▸Cell culture, cell isolation and mouse tissue collection