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vanshika-gupta12345/README.md

🤝 Let’s Connect

## 👩‍💻 About Me
  • 🎓 B.Sc. Data Science student (3rd Year)
  • 📊 Interested in Data Analytics, Machine Learning & AI
  • 🧠 Hands-on experience with Python, SQL, Power BI & ML models
  • 🚀 Love building end-to-end data & AI projects with real-world datasets

🧬 Featured Project — Skin Disease Detection

Skin Disease Detection using CNN & Explainable AI

  • 🖼️ Multi-class skin lesion classification using the HAM10000 dataset
  • 🧠 Built a Convolutional Neural Network (CNN) for image classification
  • 🔍 Implemented Grad-CAM to visualize and explain model predictions
  • 📈 Evaluated performance using accuracy, confusion matrix & classification report

🛠 Tech Stack

Data & Analytics:
Python · Pandas · NumPy · Power BI · Excel

Machine Learning & AI:
CNN · Deep Learning · Explainable AI (Grad-CAM) · Image Classification

Backend & Database:
MySQL

Web Interface / Deployment:
Gradio

Tools & Platforms:
Jupyter Notebook · Google Colab · Git · GitHub

🔗

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