以 Python 为主语言，从数据获取、后端与数据库，一路构建到 AI Agent 和可视化体验。
I build complete, practical systems—from web data acquisition and backend services to intelligent agents and visual experiences.
- Python is my primary language for automation, backend development, AI, and data workflows
- Experienced in web scraping, anti-bot workflows, APIs, databases, and system integration
- Building multi-agent workflows, reusable Skills, local-first tools, and AI-native video pipelines
- Focused on making complex systems reliable, understandable, and useful in real work
This year, I am moving beyond systems that simply work. I want data, agent decisions, and creative pipelines to become visible, interactive, and expressive.
今年的关键词不是“多做几个页面”，而是让数据会说话、让 Agent 的决策过程可观察，让复杂系统真正变得可理解、可操作、可呈现。
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RTSP viewer for Hikvision and Dahua cameras, with desktop and browser access.
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Python integration and practical examples for the Dahua NetSDK.
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GUI-based Modbus data simulation server for integration and testing.
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Backup, rename, and restore utilities for PostgreSQL schemas.
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| Local-first | Outcome-driven | Modular | Observable |
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| Privacy and permissions by design | Build for a usable result | Replace parts without rebuilding everything | Inspect, test, measure, improve |
Understand the system · Connect the right tools · Automate the repeatable parts · Keep people in control