Semiconductor & RF Engineering & Data Science
Over 20 years of experience leading New Product Introduction (NPI), RF systems, and cross-functional execution in semiconductor and wireless communication industries. Specialized in 5G automotive radar chip validation, yield optimization using Six Sigma methodologies, and automated data engineering pipelines.
擁有 20 餘年跨國大廠研發與新產品導入 (NPI) 經驗，精通 5G 車用雷達、射頻晶片與測試開發，致力於應用 AI/ML 與巨量數據分析推動良率改善與製程優化。
(產業資歷)
(發明專利)
(學術論文第一作者)
(AI 數據分析專案)
Engineering | Lean Expert | Black Belt | Data Science
Combining engineering rigor with web development to build lightweight, local-first web applications that eliminate daily engineering bottlenecks in data analysis, verification, and project tracking.
將寫作的邏輯與工程師的嚴謹結合，為解決產線與 NPI 常見的低效操作，親自開發了多款高效網頁應用程式 (WebApps)。
Dynamic PRD & Gantt Generator v9.5
A standalone, single-file HTML WebApp designed to bridge the alignment gap between writing PRDs and plotting schedules. Enforces boundary constraints, triggers overrun alerts, and generates high-res PNGs, A4 PDFs, and copyable GFM markdown or ASCII Gantt charts for Notion/Obsidian.
為解決專案文件與時程脫節開發的單檔案 WebApp。具備 Planned vs. Actual 雙軌進度對比、超期紅色警報，可一鍵導出 Markdown/ASCII 甘特圖與 A4 PDF，並整合多專案多維疊加 Yearly 覆盤功能。
Structured Quality Management WebApp
A local-first Quality Management WebApp designed for structured problem-solving and risk mitigation. Features a guided 8D wizard (D1–D8), cross-functional DRI registry, 3×5 Why horizontal flowchart, SVG-rendered Ishikawa fishbone diagram, AIAG-VDA FMEA risk assessment with Action Priority (AP) calculation, and a Kanban board with automated overdue alerts.
專為結構化問題解決與風險管理開發的單檔案 WebApp。整合 8D 異常客訴引導精靈 (D1–D8)、DRI 團隊職責登錄、3×5 Why 根因分析水平流程圖、動態 SVG 石川魚骨圖、符合 AIAG-VDA 最新標準的 FMEA 風險評估（自動計算行動優先級 AP），以及具備超期自動示警功能的 Kanban 行動看板。
Loan Investment Decision Simulator
A standalone interactive Fintech WebApp designed for comparing loans, interest rates, and investment scenarios. It helps users visualize long-term cash flow, compound growth, and debt payoff timelines, bridging the gap between borrowing and investing decisions through interactive graphs and customizable financial parameters.
針對個人與家庭財務規劃開發的互動式金融決策模擬 WebApp。提供固定與變動利率對比、提前還貸與投資收益分析等功能，透過視覺化現金流、複利增長與債務償還曲線，將複雜的借貸與資產配置決策轉化為直觀的數據洞察。
Semiconductor STDF Sanity Checker
A unified verification platform that accelerates NPI development and variant migrations (e.g., CP1 to CP2). Implements optimized PKL gzip caching for sub-second parsing of millions of rows of STDF data, comparing yield limits side-by-side and providing interactive wafer maps and Cpkn health dashboards.
針對 NPI 導入與程式版本遷移（如 CP1/CP2 整合）開發的一鍵式自動驗證平台。整合 Gzip-PKL 緩存達到百萬行 STDF 數據毫秒級加載，提供 Cpkn 良率分析、Wafer Map 互動映射與 Pareto 異常分析。
ECID Spatial Outlier Detection System
A spatial-aware ML anomaly detector targeting maverick dies and edge defects. Utilizes Polars lazy evaluation and Parquet storage for sub-second ECID querying of 1.6 billion points. Combines Univariate (3-Sigma), Bivariate Regression (6-Sigma), NNR (Nearest Neighbor Residual) with PCA and TensorFlow Autoencoders.
以 Python + ML 開發的先進晶片異常檢測系統。運用 Polars 與 Parquet 於毫秒內查詢與分析數十億點晶圓座標；結合 3-Sigma、雙變量回歸與空間鄰近殘差 (NNR) 演算法，配合 PCA 與 TensorFlow 自動編碼器，捕獲潛藏的 Maverick 晶粒。
Professional Experience
Advanced Product Engineer | NXP Semiconductors
Leading NPI development and yield optimization for 5G Car Radar applications with MIMO support and 77G ADAS Radar processors. Perform Fab matrix lot analysis for ATMC/TSMC (SiGe 0.18μm / CMOS 28nm processes). Implemented Zero-Defect Screen methods and Big Data analysis using Exensio-Yield and Python. Increased yield by 15%, saving $300K through process tuning and reducing defect rate down to 3ppm. Managed dual-sourcing qualifications for global assembly and test sites.
負責 5G 車用雷達晶片與 77G ADAS 雷達處理器之 NPI 開發與良率提升。負責 ATMC/TSMC 晶圓廠良率分析，導入零缺陷 (Zero-Defect) 檢驗方法。運用六標準差改善良率達 15%，省下約 30 萬美元，並推動全球封測廠之二源認證。
Advanced Product Engineer | NXP Semiconductors
Managed 5+ NPI runs in high-volume production for Smart Antenna transceivers, Low Noise Amplifiers (LNAs), and Voltage-Controlled Oscillators (VCOs) with WLCSP and HSOP packaging. Directed PCM-WT-FT data correlation and 6-Sigma low yield analysis to identify process bottlenecks and execute cost reduction strategies.
負責智慧天線收發器、LNA、VCO 等 5 個以上新產品導入 (NPI) 量產管理，熟稔 WLCSP 及 HSOP 封裝流程。透過 PCM-WT-FT 數據關聯分析進行六標準差低良率根因排除與降本優化。
Advanced Product Engineer (Overseas Trainee) | NXP Nijmegen, Netherlands
Collaborated directly with fab process integrators and process engineers in Nijmegen to define process windows for QBIC4X technology. Conducted product sensitivity analysis, finalized correlations between Wafer Test (WT) and Final Test (FT), and executed Lean Value Stream Mapping to optimize resource allocation.
派駐荷蘭 Nijmegen 總部，與晶圓廠製程整合及工程團隊協作定義 QBIC4X 晶圓製程窗口，優化 WT-FT 關聯性，導入 LEAN 價值流圖方法大幅削減生產成本與資源消耗。
Advanced Product Engineer | NXP Semiconductors
Engineered packaging and assembly verification for RF High-Power LDMOS Amplifiers (Over-Mold plastic package) and RF small-form-factor devices (LNA, VGA, VCO, and Mixers). Handled Level-2 quality complaints and compiled 8D root-cause investigation reports.
負責射頻高功率 LDMOS 放大器與 RF 元件 (LNA、VGA、VCO 和 Mixer) 之封裝與組裝驗證 (WLCSP, HSOP)，並主導客戶二級客訴之失效分析與 8D 報告撰寫。
RF Senior Engineer | MStar Semiconductor
In charge of Bluetooth transceiver system-level verification, customer failures debugging, and co-existence validation between Bluetooth and cellular radio bands.
負責藍牙晶片系統級測試、設計驗證、失效分析、以及藍牙與行動通訊頻段共存性問題排查。
RF System Engineer | Foxconn (富士康)
Designed and verified indoor/outdoor CPEs and base station modules for WiMAX networks. Authored comprehensive technical proposals in response to RFQs, including simulation designs, BOM cost optimization, and project scheduling. Developed automated test programs in collaboration with instrument vendors to reduce test cycle times. Experienced in ESD, EMI regulatory testing, and FCC/ETSI certifications. Trained junior engineers in impedance matching and ADS/HFSS EM simulations.
負責 WiMAX 終端設備與基站模組設計與模擬。撰寫 RFQ 設計提案、優化 BOM 成本及時程規劃。開發自動化測試程式縮短測試時間，熟稔 ESD、EMI、FCC/ETSI 認證流程與天線模擬。
Education & Certifications
Academic foundation and continuous professional training in electrical engineering, RF systems, and advanced technology domains.
No Code AI & Machine Learning
Massachusetts Institute of Technology (MIT), USA
Professional certification in data science solutions and machine learning implementations. (數據科學與機器學習專業證書)
View Credential (檢視證書)M.S. in Electrical Engineering
National Central University (國立中央大學)
Specialized in Wireless Transceiver Front-end Circuits and passive RF devices. (研發無線收發前端電路與微波被動元件)
Thesis: The Study on Wireless Transceiver Front-end Circuits and Related Passive Devices (指導教授：邱煥凱)
B.S. in Electrical Engineering
Fu Jen Catholic University (輔仁大學)
Core grounding in circuit analysis, electromagnetics, microwave engineering, and semiconductor physics. (電機工程學士學位)
Foxconn Six-Sigma Green-Belt
Foxconn (富士康科技集團)
Training course for Green-belt Six-sigma. Received Project Contest "Excellent" award. (六標準差綠帶認證，榮獲專案競賽優等獎)
Dale Carnegie Training
Dale Carnegie & Associates, Inc.
Training course on Public Speaking: "How to speak to the public". Received Achievement Award. (卡內基公眾表達與演說訓練，榮獲最高榮譽獎)
Patents & Academic Publications
在天線設計、無線網路及電路架構領域累積了豐富研發成果，並擁有多項國際專利與學術期刊發表。
代表性學術論文
台語文學與母語創作
筆名「澹露水/凍露水」、「pháiⁿ-gín-á Oan-lí-siā」，長年耕耘台語現代詩、散文與小說，致力推廣母語書寫與閱讀，深信「說寫母語是人生最大的投資」。
出版著作 (已出版 9 本書)
涵蓋兒童繪本、台語長篇小說與台語現代詩集，將對這片土地的歷史關懷與生活寫照化為溫柔而鋒利的台文字句。
文學獎得獎歷程
講座經歷
受邀至各書局、文學館及大專院校，分享台語創作經驗與推廣母語學習。
| 講座主題 / 主辦單位 | 日期 |
|---|
音影講堂：演講、母語分享與得獎感言
透過講座、廣播節目與音樂創作，讓台語不只是說出口，更能成為文學、思想與音樂的載體。
金曲獲獎作品合作詞人
2016 廖士賢 -【有魂無體】作詞：杜信龍。本作品以極具哲學感與畫面張力的台語詞作，與金曲獎常客廖士賢老師跨界聯手，描繪社會底層與靈魂的深層對話，將母語之美推向主流音樂殿堂。
線上聆聽歌曲極限超馬越野與登山足跡
雙腳是我的畫筆，大地是我的畫布。累計已完成了 85 場長距離馬拉松，包含 11 場超馬與險峻的百公里高難度越野挑戰，從路跑的節律中淬煉出人生的專注與毅力。
(2010 - 2016)
「跑步與寫作很像，都需要長期的自律與專注。當你跑在旭海的暴雨中，或是獨自在 308 高地翻越泥濘山路時，你沒有雜念，只有眼前的每一步，和自己的呼吸。這和在實驗室抓晶片 outliers 或是在深夜構思一個台語小說的字句，有著如出一轍的靈魂共鳴。」
指標性越野與極限賽事記錄
- 2026 XTRAIL 100K 越野跑挑戰賽：實際完賽 94 公里，錶測累計爬升達 4000 公尺，耗時 19 小時 29 分。
- 2025 跑山獸 75K 越野賽：實際完賽約 80 公里，累計爬升 4100 公尺，耗時 16 小時 36 分。
- 2025 - Xtrail 100 越野跑挑戰賽 (93k)：累計爬升 2715 公尺，耗時 21 小時 17 分。
- 2015 新竹鎮西堡超級馬拉松 (100K)：人生首場百公里公路超馬完賽，耗時 12 小時 58 分。
- 2024 旭海超級馬拉松 70K：跨越車城海岸線，夜間 1:00 起跑，爬升 837 公尺，耗時 9 小時 39 分。
台灣百岳足跡地圖 (2010 - 2016)
在投入越野跑與超馬之前，我自 2010 年至 2016 年間深入台灣高山，完成了 35 座台灣百岳的攀登與帶團足跡。下方地圖記錄了這些年來的山行歲月：
台灣跑步足跡地圖 ( 2024-0227~now)
記錄自 2024 年 2 月至今的所有公路路跑、馬拉松、越野超馬與戶外訓練足跡（已自動排除室內自行車與跑步機）。支援即時互動縮放、搜尋、多圖層切換與隨時匯入新 GPX 檔案：
85 場馬拉松賽事全紀錄
歡迎使用下方搜尋與過濾器，查詢我自 2012 年起走過的所有馬拉松與越野跑足跡。
| 編號 | 賽事名稱 | 舉辦日期 | 完賽時間 | 類型 |
|---|