- ✨ Focus: I design and deliver Data and AI solutions to create real business value
- 💼 Former: JMP Statistical Analysis Software - Data Analysis Consultant at SAS
- 🔬 Main Research Areas: Data Science, Machine Learning, Deep Learning, Computer Vision, LLM, RAG, AI Agent
- 🌐 English Proficiency: Fluent Speaking, IELTS 7.5
- 📫 Email: pj0072014@126.com
- 📍 Location: Beijing, China
- 📊 Programming & Data Science: Python | SQL | Git | JMP | JSL | Pandas | NumPy | Matplotlib | Scikit-learn | Streamlit
- 🤖 AI & LLM: Machine Learning | Deep Learning | Computer Vision | PyTorch | CNN | ResNet | YOLO | LLM | Prompt Engineering | RAG | AI Agent | Function Calling | LangChain | LlamaIndex | Ollama | Dify | Alibaba Cloud Model Studio | AI Coding | Cursor
- 📋 Project Management: PMP | Agile/Scrum | Stakeholder Management | Cross-Functional Collaboration
- 📐 Six Sigma: Process Improvement | DOE | SPC
- 🌐 Languages: English (fluent, CET-6: 568, IELTS: 7.5) | Mandarin (native)
Certifications:
- 🏅 Deep Learning Architect (MIIT Talent Exchange Center Certified)
- 🏅 ACP - LLM (Alibaba Cloud Certified)
- 🏅 PMP (PMI Certified)
- 🏅 Statistical Thinking and Problem Solving (SAS Certified)
- 🏅 Exploratory Data Analysis (SAS Certified)
- 🏅 Quality Methods (SAS Certified)
- 🏅 Python for Data Science, AI & Development (IBM / Coursera Certified)
- 🏅 SQL (Intermediate) (HackerRank Certified)
- 🏅 Business English Communication Skills (Coursera Certified)
- A collection of AI agents built on Dify, including RAG-based statistical analysis assistant (STIPS course) and Doubao-powered TTS workflow
- Tech Stack: Dify, Qwen, Doubao TTS, RAG, LLM, AI Agent
- Online Demo: JMP Statistical Course Assistant | TTS Workflow
- Video Demo: YouTube - RAG Assistant | YouTube - TTS Workflow
- Deep learning-based defect detection system for quality control in manufacturing industry
- Tech Stack: Python, PyTorch, OpenCV, YOLO, Streamlit, Computer Vision
- Online Demo: Streamlit App
- Video Demo: YouTube
- RAG-based industrial intelligent agent demo with PDF document processing and semantic search
- Tech Stack: React, FastAPI, LangChain, ChromaDB, Qwen, LLM, RAG
- AI agent mini demo based on AssetOpsBench for asset management operations
- Tech Stack: React, Python, LLM, AI Agent
- Image classification using PyTorch
- Tech Stack: PyTorch, Deep Learning, Transfer Learning
- A data-driven journey along China's ancient Silk Road, combining JMP interactive data visualization with travel storytelling across geography, history, culture, and climate
- Tech Stack: JMP, Graph Builder, Data Visualization, Interactive Journal
- Video: YouTube
- Manufacturing quality issue analysis using Random Forest
- Tech Stack: Python, Random Forest, Statistical Analysis, JMP
- Handwritten digit recognition project
- Tech Stack: Python, Machine Learning, Data Science
- DOE基础入门课程，涵盖应用场景、操作流程、经典案例与定制设计实战
- Topics: DOE, Response Surface Design, Custom Design, JMP
- 3大行业领域DOE应用实例，对比经典、最优与现代实验设计方法
- Topics: DOE, Mixture Design, Space Filling Design, Machine Learning, SVEM
- DOE核心知识与案例解析白皮书，帮助工程师从零基础快速掌握DOE
- Topics: DOE, Custom Design, White Paper
- 通过SPC过程能力分析与六西格玛良率提升2大案例，覆盖质量工程师核心分析场景
- Topics: Quality Analysis, SPC, MSA, DOE, Six Sigma, JMP
- Jiao Pan, Min Li, Shaokai Wang, Yizhuo Gu, Qingwen Li, Zuoguang Zhang
- Journal: Journal of Reinforced Plastics and Composites, 2016
- Topics: Carbon Nanotube Film, Carbon Fiber, Hybrid Composites, Mechanical Properties, Damping, Electrical Conductivity
- Invention Patent (China) — Tao Xu, Yefeng Xu, Jiao Pan
- Patent No.: CN110106474B, Granted 2021
- Topics: Conductive Fabric, Electromagnetic Properties
⭐️ From sharp-007