Specializing in Full-Stack Automation, Server Thermal Algorithms (patent pending), and AI Implementation. Developed server cooling algorithms, predictive burn-in modules, and an OpenAI code review bot (saving 30% of review time). Expert in Golang/Python full-stack development and DevOps workflow integration.

Software Engineer

Advantech | 2022/11 – Present

🚀 Core Skills & Expertise

  • ✅ Server Thermal Algorithm: Specialized in temperature control strategies with patent application experience.
  • ✅ AI Implementation: Integrated OpenAI API into DevOps workflows and utilized mathematical regression models for stress prediction.
  • ✅ Full-Stack Automation: Proficient in Python/Golang backends and modern Electron/React frontend architectures.
  • ✅ Infrastructure as Code (IaC) & DevOps: Experienced with Docker, Drone CI, Gitea Webhook, and BMC/IPMI protocols.

💼 Key Projects & Contributions

Industrial/AI Server Fan Control Tool Development

  1. Fan curve algorithm optimization, data collection, and deployment Project Details

    • #Golang, #BashScript, #Algorithm, #Fancurve, #PIDalgorithm, #ipmitool, #BMC
    • Innovative R&D: Developed a methodology to analyze server endurance limits through pre-testing, automatically generating optimized temperature control algorithms.
    • Quantitative Results: Testing verified that the new algorithm improved performance by approximately 20%~40% compared to traditional open-loop control strategies, effectively optimizing cooling efficiency and energy saving (Patent Pending).

  2. Automated server stress testing tool development Project Details

    • #Golang, #BashScript, #Algorithm
    • Smart Burn-in Prediction: Established a Mathematical Regression Model for burn-in testing. Used various stress scripts (CPU, GPU, RAM, FIO, ETH) as input variables to accurately predict and combine them to achieve target loads (e.g., precisely controlling at 50% or 100% loading).
    • Solving Pain Points: Resolved the difficulty of precise load control in traditional testing, providing a high-reliability environment for airflow evaluation.

  3. Rack Monitoring System Development Project Details

    • #Golang, #IPMI, #SNMP, #Prometheus, #Grafana
    • Comprehensive Device Monitoring: Developed a Golang Agent using IPMI and SNMP protocols to integrate various Switch (Netgear, Cisco) and PDU (Raritan) brands, collecting multi-dimensional data such as temperature, traffic, and vibration.
    • Visualization Dashboard: Built a Prometheus + Grafana monitoring platform to visualize data center equipment status in real-time, providing an intuitive war-room view for the operations team.

  4. Remote/Local server testing tool development Project Details

    • #Golang, #Python, #Linux, #BashScript
    • Hybrid Architecture Design: Combined Golang’s high concurrency with Python’s rich ecosystem to build high-efficiency remote/local testing vehicles.
    • Cross-Platform Support: Ensured tool compatibility and stability across different Linux distributions and hardware architectures.

GenAI and Corporate Productivity Enhancement

  1. Automated code review tool using OpenAI API and Gitea Actions

    • #AI, #LLM, #automatic, #workflow, #codereview, #restfulapi, #CI/CD
    • DevOps Integration: Built an automated review bot using Drone CI and Gitea Webhooks to trigger events and integrate the OpenAI API.
    • Workflow Optimization: Successfully intercepted potential syntax errors and reduced senior engineers’ code review time by approximately 30%, significantly enhancing team delivery efficiency.

  2. GenAI-based email content extraction and automated delivery

    • #AI, #LLM, #workflow, #CI
    • Automated Workflow: Utilized LLM technology to automatically analyze and extract key email content, achieving intelligent information distribution and delivery, reducing the time cost of manual filtering.

🛠️ Tech Stack

  • Languages: Golang, Python, JavaScript/TypeScript (React).
  • AI/ML: Mathematical Regression, OpenAI API, Deep Learning Basics.
  • Infrastructure: Docker, Drone CI, IPMI, Server BMC.
  • Frameworks: FastAPI, Electron.

🖼️ Reference Images

Image 1: Server Thermal Control Algorithm alt text

Image 2: Smart Burn-in Automation System alt text

Image 3: Hybrid Architecture Productivity Tool alt text