About
2025.06 - Present
Mobile App Development
React Native, GCP
- iOS and Android application development
2022.12 - 2024.12
AI Web Development Venture
LLM PoC, SaaS Development
- End-to-end PoC work for LLM-powered apps
- Contract SaaS development
2021.04 - 2022.11
Robot System Integrator
Computer Vision, Image Processing
- Image processing verification for manufacturing automation equipment
- Selection of image processing devices and imaging tests
Education
2017.04 - 2021.03
Majored in life and environmental sciences at a four-year university
Certifications
2025.05Google Cloud Associate Cloud Engineer
2024.12Fundamental Information Technology Engineer Examination
2021.12Image Processing Engineer Certification Expert
2021.06Social Researcher
2021.05Class 1 Health Supervisor
2021.01Python 3 Certified Data Analyst Examination
AI Policy
Philosophy
I decide whether to use AI by asking if it helps me go faster or farther, and choose non-LLM methods when they are the better fit.
Use Cases
- Generating routine work and supporting materials that do not require personal identity
- Using AI as filler that does not interfere with the main content
- Research use to understand model limits and performance
Do Nots
- Presenting output with no human intent or creativity as a finished work
- Intentionally generating content similar to existing copyrighted works
- Stuffing context while ignoring cost and compute resources
- Casually applying LLMs to tasks where they should not be used
Favorite Tech Stack
TypeScriptPythonRustReact RouterHonoFastAPIAxumGCPCloudFlare
About this page
A personal site targeting Lighthouse 100.