你好，我是 Dan

擁有 8年+ 半導體產業經驗，致力於將 深度學習 (Deep Learning) 導入傳統工作流程。擅長作為 AI 技術與領域專家的溝通橋樑，推動跨部門數位轉型。

精選專案

AI / Deep Learning

Internal Consultant
AI Strategy
Industry Exp
8+ Years
Domain Expert
Semiconductor

關於我

我擁有超過 8年半導體產業經驗，橫跨兩間公司與三個不同部門。這種跨領域的歷練讓我具備了獨特的優勢——既懂 AI 技術，也深諳產線運作的 Domain Know-how。

我擅長挖掘使用者的真實痛點，將程式與 AI 引入傳統報告與流程中。最自豪的成就是開發了一套 跨部門、全 DRAM 產品線使用的 ML 分析工具，不僅大幅節省人力，更成為部門間的標準工具。

比起單打獨鬥，我更傾向於擔任「技術顧問」的角色，協助主管與各處 Director 評估 AI 專案的可行性，並以敏捷開發模式快速迭代，確保技術能真正落地解決問題。

學歷

交大材料工程與科技學系碩士班

地點

台灣新竹台中/remote

核心價值

  • 領域結合 (Domain Integration)： 不只是寫 Code，而是結合半導體知識，在辯證與腦力激盪中找出最佳解。
  • 敏捷落地 (Agile Impact)： 貼近終端使用者，建立快速反饋機制，確保開發成果能解決實際痛點。
  • 溝通橋樑 (Communication)： 擅長轉譯技術語言，能有效協調 PM、資料科學家與工程師之間的期望落差。

技術棧

我的工具箱與專業技能

AI & Machine Learning

Python PyTorch TensorFlow Scikit-learn OpenCV Hugging Face LangChain

Data & Backend

SQL / NoSQL FastAPI Flask Pandas NumPy

DevOps & Tools

Docker Git Linux AWS / GCP CI/CD

精選專案摘要

以下列出幾個代表性專案，詳細技術文檔與程式碼請見完整網站。

Personal Website with Hugo, Github action

This is my personal website built with Hugo, a static site generator, and hosted on GitHub Pages.

Python Automation Hugo Github action Personal Website

Traffic_Monitoring_YOLO

A proof-of-concept system that automatically detects traffic violations on crosswalks using Python and YOLO, including object detection, license plate recognition, and pedestrian path analysis.

Python Computer Vision YOLO Traffic Monitoring Pedestrian Safety

Retirement_Guardrail_Planner

A review and analysis of the performance of your retirement assets in historical market scenarios when using the Guyton-Klinger (GK) dynamic withdrawal rule.

Python Automation Financial Planning Retirement Investment

Generative AI Introduction

This repository contains materials for the Generative AI Introduction 2024 course and other AI-related projects.

Python Automation Language Model AI

Homeownership vs. Renting and Investing

Your 30-Year Financial Forecast: A Dynamic Tool to Compare Homeownership vs. Renting and Investing

Python Automation Financial Planning Investment

Project - AI Agent help to smmary youtube suscription and send mail

Help to smmary youtube suscription

Python Language Model AI

Homework of AI application and my projects

Homework of AI application and my projects

Python Language Model AI

AI Wedding Assistant

開發具備 AI Agent 架構的婚禮助手，整合圖像生成 API 實現視覺化提案，展現自動化流程規劃與多模態模型調用能力。

Python AI Agent Image API LangChain OpenAI

Tutor of Python

Introductory lessons for learning basic Python programming concepts

Python Semiconductor Data Cleaning

Gpx_formatter

Easy transition of GPX to Garmin format

Python GPX Data Cleaning Streamlit

Taiwan Railway Data Application Learning Notes

Collection of learning notes and code examples to access Taiwan railway-related data

Python Automation Manufacturing

Government 2024 SMART freeway competition

Tools and prediction models for traffic flow analysis

Python Defect Detection Machine Learning

Hourse price prediction

Collection of code for house price prediction

Algorithms Data Structures Competitive Programming

有興趣合作嗎？

我目前正在尋找 AI 工程師 / 機器學習工程師 的職位。如果您有任何機會或想討論技術，歡迎隨時聯繫我！

發送郵件 GitHub LinkedIn