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I design and build AI-powered workflows that actually work in real-world operations.
I focus on reliability, usability, and simplicity — not just demos.
• AI automation (Python, APIs, LLMs)
• Data workflows (scraping, Excel/CSV automation)
• Internal tools (Streamlit apps)
I build AI systems that don’t break in real use.
Echizen, Japan