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
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Data & Tools
Pandas NumPy Jinja2 Streamlit Jupyter Git
Work

Featured Projects

Open source tools, AI projects, and side experiments

Private AI Coding Assistant (Gemma + Colab + ngrok)

Private AI Coding Assistant (Gemma + Colab + ngrok)

Self-hosted AI coding assistant running Google's open-source Gemma 2B on a free Colab T4 GPU. Exposes a FastAPI server via ngrok and connects to the OpenCode terminal client — zero cloud cost, full code privacy.

Python AI LLM Gemma
⭐ GitHub 🔗 Live
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 ▶ Colab 🔗 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

🧭 AI/ML and System Architecture Article Map: From Theory to Practice
2026-07-07 · AI

🧭 AI/ML and System Architecture Article Map: From Theory to Practice

A curated map of AI articles — from the Model Context Protocol (MCP) and prompt engineering best practices, to open-source breakthroughs in local AI, vector databases, and developer tooling — to help you quickly grasp the latest trends in generative AI.

AI LLM Development Open Source Newsletter
🥾 Hiking Foot Science — From Microscopic Fibers to Peak Performance
2026-06-05 · Hiking

🥾 Hiking Foot Science — From Microscopic Fibers to Peak Performance

A hiker's foundation isn't the brand on their shoe — it's a deep understanding of the foot system. This learning map cuts through marketing language and guides you from fiber chemistry and rubber physics all the way to physiological safety in extreme environments. It's a practice in precise, informed choice.

Hiking Gear Outdoor
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