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Data and AI Driven Solutions
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Data and AI Driven Solutions

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sharp-007/README.md

👋 Hi, I'm Joyce Pan

🤖 AI Product Manager | Data Science & AI Enthusiast | Manufacturing Industry Specialist

LinkedIn GitHub Hugging Face


🚀 About Me

  • Focus: Data and AI driven solutions for smart manufacturing
  • 💼 Former: JMP Statistical Analysis Software - Data Analysis Consultant
  • 🔬 Currently: Focusing on AI applications in manufacturing industry
  • 🌱 Research Interests: Deep Learning, Large Language Models (LLMs), AI Agent
  • 🔬 Main Research Areas: Computer Vision, AI Application Development, Generative AI Applications
  • 🌐 English Proficiency: Intermediate-Advanced, Fluent Speaking, IELTS 7.5
  • 🎯 Career Goal: AI Product Manager
  • 📫 Email: [email protected]
  • 📍 Location: Beijing, China

🛠️ Tech Stack

💻 Programming & Data

Python MySQL JMP Git

📊 Data Science & Visualization

Pandas NumPy Matplotlib Streamlit Gradio

🤖 AI/ML Frameworks

PyTorch TensorFlow Scikit-learn

🧠 Deep Learning Algorithms

CNN RNN LSTM YOLO Transformer ResNet

🧠 LLM & AI Product

LLMs OpenAI API Prompt Engineering RAG LangChain | LangGraph AI Agent Agentic AI Coze | Dify


🏭 Smart Manufacturing

Materials Science Polymer Composites Electromagnetic Simulation NPI Six Sigma


💼 Core Skills

Core Skills: Data Science | Statistical Analysis | Data Visualization | Machine Learning | Deep Learning | LLMs & RAG | AI Agent | JMP JSL Application Development | Project Management | Smart Manufacturing | Materials Science | Six Sigma | NPI | Quality Control | Process Improvement | DOE | SPC


🎓 Certifications

PMP JMP Coursera HackerRank Business English

Certifications:


🌟 Featured Projects

🤖 AI Projects

  • Deep learning-based defect detection system for quality control in manufacturing industry
  • Online Demo: Streamlit App
  • Tech Stack: Python, PyTorch, YOLO, Streamlit, Computer Vision
  • Image classification using PyTorch
  • Tech Stack: PyTorch, Deep Learning, Transfer Learning

📊 Data Science Projects

  • Handwritten digit recognition project
  • Tech Stack: Python, Machine Learning, Data Science
  • Manufacturing quality issue analysis using Random Forest
  • Tech Stack: Python, Random Forest, Statistical Analysis, JMP

📫 Contact Me

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