Bruce

R&D Manager · Senior System Engineer研發部經理 · 資深系統工程師 · Heimavista INC.

#Linux · #Cloud Infrastructure · #Virtualization · #AI Infrastructure · #System Architecture

#Linux · #雲端架構 · #虛擬化 · #AI基礎架構 · #系統架構設計

I specialize in translating business and operational requirements into stable, scalable system architectures. My strength lies in system analysis, infrastructure planning, and hands-on deployment — including AI hardware architecture and on-premise or hybrid LLM adoption — ensuring that systems are not only built, but can be reliably operated over the long term.

我專注於將商業與營運需求轉化為穩定、可擴充的系統架構，核心能力在於系統分析、基礎架構規劃與實際建置部署，包含 AI 硬體架構規劃與地端／混合式 LLM 導入，確保系統不僅能建置完成，更能長期穩定運作。

I am an R&D Manager and Senior System Engineer with hands-on experience in building, maintaining, and troubleshooting enterprise-scale infrastructure. My focus is on stability, security, and long-term maintainability rather than short-lived technical trends.

我是研發部經理兼資深系統工程師，擁有建置、維護與疑難排解企業級基礎架構的實務經驗。我的重心在於穩定性、安全性與長期可維護性，而非追逐短暫的技術潮流。

Tel: +886-2-23930606 #122
Email: bruce@heimavista.com

Work & Expertise

工作內容與專長

System Analysis & Planning

系統分析與規劃

Infrastructure requirement analysis based on business and operational needs
System architecture planning with a focus on scalability, stability, and maintainability
Risk assessment and long-term technical roadmap planning

依據商業與營運需求進行系統與基礎架構需求分析
以可擴充性、穩定性與可維護性為核心的系統架構規劃
風險評估與中長期技術藍圖規劃

AI Hardware Architecture & LLM Adoption

AI 硬體架構規劃與 LLM 導入

AI server and GPU hardware architecture planning
On-premise and hybrid AI infrastructure design
LLM deployment planning, resource allocation, and operational considerations

AI 伺服器與 GPU 硬體架構規劃
地端與混合式 AI 基礎架構設計
LLM 部署規劃、資源配置與營運可行性評估

System Build & Deployment

系統建置與部署

Operating system deployment and baseline hardening
Cloud and virtualized environment deployment
Service rollout, migration, and environment standardization

作業系統建置與基礎安全強化
雲端與虛擬化環境部署
服務上線、系統遷移與環境標準化

Representative Experience

代表性經驗

Core system team member for the 2009 Deaflympics IT infrastructure and system deployment.
Participated in more than 10 large-scale enterprise and public-sector system projects.
Assisted in the execution and delivery of website deployment projects for over 500 schools and government institutions.
Led the successful landing and production rollout of more than 10 commercialized products.
Planned and implemented AI customer service systems, including infrastructure and deployment execution.