Full-Stack · AI · Python

Hi, I'm Dan

Full-Stack Software Engineer

Welcome to my space! Leveraging over 8 years of experience in the semiconductor industry, I currently serve as a Full-stack Software Engineer. My expertise lies in developing and integrating cross-organizational projects using Python and SQL.

📖 Read Blog GitHub ↗
8+ years semiconductor industry experience Full-Stack Software Engineer at Micron 40+ Coursera & professional certifications 80+ daily active users on internal AI tools Annual savings equivalent to 20 headcounts
Dan
Skills

Tech Stack

Technologies I use daily to build production systems

💻
Programming
Python SQL JavaScript HTML / CSS Bash
🤖
AI / ML
PyTorch scikit-learn LangChain RAG LLM Fine-tuning YOLO
☁️
Cloud & DevOps
GitHub Actions Cloudflare Pages Google Cloud Run Docker Kubernetes
📊
Data & Tools
Pandas NumPy Jinja2 Streamlit Jupyter Git
Work

Featured Projects

Open source tools, AI projects, and side experiments

Personal Website with Hugo, Github action

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
⭐ GitHub 🔗 Live
Traffic_Monitoring_YOLO

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
⭐ GitHub 🔗 Live
Retirement_Guardrail_Planner

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
⭐ GitHub 🔗 Live
🚀

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
⭐ GitHub 🔗 Live
Generative AI Introduction

Generative AI Introduction

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

Python Automation Language Model AI
⭐ GitHub
Gpx_formatter

Gpx_formatter

Easy transition of GPX to Garmin format

Python GPX Data Cleaning Streamlit
⭐ GitHub 🔗 Live
Writing

Recent Articles

Notes on AI, engineering, and continuous learning

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