Hi! I'm a dedicateddata scientist with extensive experience in scheduling and dispatchingheuristic algorithms,machine learning applications, andtime series analysis. As a technical project manager, I excel in leading and executing complex projects, ensuring that technical solutions align with business goals while delivering successful outcomes.

• Developing and applying LLM model systems
• Building advanced planning and scheduling systems (APS)
• Designing energy-efficient refrigeration systems

Languages:

Python3	R	C#	Julia	Java
System development, data analysis, API deployment	Statistical analysis, data visualization	Game design using Unity3D	Kernel code development for scheduling systems	Basic Android app development
⭐⭐⭐⭐⭐	⭐⭐⭐⭐	⭐⭐	⭐⭐	⭐

Best frameworks and main libraries for Python3:

• Numpy: Foundation for numerical computations
• Pandas: Data manipulation and analysis
• Sklearn: Essential tools for machine learning, metaheuristic algrithm
• Pytorch: Primary framework for deep learning
• LangChain: Building applications with LLMs
• Llamaindex: Data pipeline processing and querying for LLMs

Environments, Testing, Other:

• Visual studio code
• Git
• Docker
• Pytest
• Postman

My tools for Data Manipulation & Visualisation:

• Conda
• Jupyter
• Postgres
• Plotly
• Seaborn

OS:

• Linux
• WSL (Windows Subsystem for Linux)

Project Expeience

---

🌐Social media:

PinnedLoading

1. llm-course-zhllm-course-zhPublic

   大型語言模型(LLM)的讀書會內容code部分整理，此github提供簡單、免費、易實作code範例，並由淺入深帶你一步步了解如何基於python建置LLM流程、部屬功能等

   Jupyter Notebook 8 1

2. python-resource-notespython-resource-notesPublic

   Record some tools or packages that I find useful and helpful for development."

   1