LANGUAGE / 語言
Skillset
我不是只會單一工具，而是把不同工具放進實際工作流裡：用資料工具看清問題，用程式和系統降低重複工作，用 AI agent 加速研究、開發和內容產出，再把結果轉成業務能使用的流程。 I do not rely on a single tool. I combine tools into real workflows: data tools to clarify problems, programming and systems to reduce repetitive work, AI agents to accelerate research, development and content creation, and operations thinking to turn outputs into usable business processes.
Stack Focus
我的工具使用方式 How I use tools
所以這一頁不是簡單列工具名稱，而是按照我實際使用的場景分類：資料分析、系統開發、AI 工具與 agents、雲端與基礎設施、RAG / 向量檢索、業務與營運能力，以及溝通協作與問題解決等軟實力。 This page is not just a list of tool names. It is organized by how I actually use them: data analytics, system development, AI tools and agents, cloud and infrastructure, RAG/vector search, business operations, and soft skills such as communication and problem solving.
Data / BI / Analytics
SQL
查詢、資料清理、aggregation、business logic
Python
資料處理、自動化、分析 prototype
R
統計分析與資料處理
Snowflake
enterprise data warehouse / reporting tables
Oracle SQL
資料查詢與 migration support
QlikSense
dashboard / sales performance tracking
Tableau
BI visualization
Excel
業務分析、資料整理、報表與 reconciliation
Programming / System
Java
full-stack training / backend foundation
JavaScript
web interface / front-end interaction
HTML / CSS / Tailwind
portfolio website / UI prototyping
FastAPI
API prototype / personal system backend
SQLite
local database / personal asset database
DuckDB
local analytics / data exploration concept
Git / GitHub
version control and project organization
Docker
containerized service concept
AI Tools & Agents
ChatGPT
寫作、分析、履歷、SQL review、內容與自動化構想
OpenAI API
API-based AI workflow and application integration
Codex / Codex CLI
AI coding agent / development support
Claude / Claude Code
coding assistant and reasoning support
Google Gemini / Gemini API
model experimentation and API use
OpenRouter
multi-model routing / AI proxy
Cursor
AI-assisted coding IDE
Trae
AI coding environment
Antigravity
AI coding / agent development environment
OpenClaw / 龍蝦
multi-agent system / AI OS / agent orchestration
Herme Agent
AI agent workflow exploration
Telegram Bot / Agent Channel
remote control entry for AI agents
Cloud / Database / Infrastructure
Supabase
backend / database / auth concept
Cloudflare
web hosting / network / edge services
Cloudflare D1
serverless database concept
Turso
edge SQLite database concept
Neon Postgres
cloud Postgres concept
Synology NAS
personal data storage
Tailscale
private network / device access
Mac mini / MacBook Pro
personal data center and local service devices
RAG / Vector / Agent Memory
RAG workflow
資料庫 + 向量檢索 + AI summary / research assistant
Agent Memory Design
skills folder、knowledge routing、multi-agent context
Business / Operations
Business analysis
把需求拆成資料、規則、流程與可執行方案
Stakeholder communication
跨部門溝通、UAT、需求確認與結果解釋
Process improvement
將人工流程系統化、標準化、可追蹤化
Sales performance tracking
目標進度、業績趨勢與差異分析
Supply chain SOP
採購、庫存、銷售、配送與核銷流程設計
Soft Skills / Communication
Active listening
先理解對方問題、限制與成功標準，再提出方案
Written communication
履歷、報告、email 與文件清楚表達
Cross-functional collaboration
與 business、DE、BI、Ops 協作推進專案
Requirement clarification
把模糊需求拆成可驗證的問題與交付物
Stakeholder alignment
對齊定義、口徑、時間點與最終使用場景
Presentation & storytelling
用數據與敘事幫助非技術 stakeholder 做決策
Feedback & iteration
接收回饋、調整方向、持續改善交付品質
Empathy & patience
理解不同角色壓力，在複雜專案中保持協作節奏
Soft Skills / Mindset
Structured problem solving
拆解問題、建立假設、逐步驗證根因
Critical thinking
區分資料、解讀與結論，避免只看表面數字
Prioritization
在多重需求中判斷 impact、urgency 與資源限制
Adaptability
快速適應新工具、新 domain 與工作流程變化
Ownership & accountability
從發現問題到追蹤結案的完整責任感
Continuous learning
主動探索 AI、資料與系統工具，更新工作方法
Attention to detail
在報表、邏輯與流程中降低錯誤與口徑不一致
Resilience under pressure
面對 deadline 與不確定性仍保持品質與判斷力