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Himanshu-97-cloud/README.md

Hi 👋, I'm Himanshu Pal

B.Tech CSE Student • AI & Machine Learning Enthusiast • Building Intelligent Systems

Passionate about Machine Learning, Deep Learning, Computer Vision, and AI Research.

🚀 About Me

  • 🎓 B.Tech Computer Science Student at JG University
  • 🤖 Interested in Artificial Intelligence & Machine Learning
  • 📚 Currently learning Deep Learning, Computer Vision, NLP & Generative AI
  • 💡 I enjoy building projects that solve real-world problems using AI
  • 🎯 Working towards becoming an AI Research Engineer

🛠 Tech Stack

💻 Languages

🤖 AI & Machine Learning

🌐 Web Development

🛠 Tools

📌 Featured Projects

🚗 Real-Time Object Detection using YOLOv8

Real-time object detection system built using the YOLOv8 architecture for accurate and efficient object recognition.

Highlights

  • Real-time detection
  • YOLOv8 model
  • Computer Vision
  • Image & Video Inference

📰 Fake News Detection

Machine Learning model that classifies news articles as genuine or fake using Natural Language Processing techniques.

Highlights

  • Text preprocessing
  • Feature extraction
  • Classification models
  • Model evaluation

🌾 Crop Yield Prediction

Predictive Machine Learning model that estimates agricultural crop yield from historical and environmental datasets.

Highlights

  • Data preprocessing
  • Feature engineering
  • Regression models
  • Performance evaluation

📖 Currently Learning

  • Deep Learning
  • Computer Vision
  • Natural Language Processing
  • Large Language Models
  • Generative AI
  • Mathematics for Machine Learning

🤝 Open To

  • AI / Machine Learning Internships
  • Research Opportunities
  • Open Source Collaboration
  • Hackathons

📫 Connect With Me

📧 Email: mrhimanshu2212@gmail.com

💼 LinkedIn: www.linkedin.com/in/himanshu-pal-574602329

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  1. Fake-News-Detection Fake-News-Detection Public

    Hybrid ML model using DeBERTa + TF-IDF for fake news detection

    Python

  2. Real-Time-Object-Detection-YOLO Real-Time-Object-Detection-YOLO Public

    Real-time object detection using YOLOv8 with webcam and video input support.

    Python 1

  3. Cancer-Risk-Prediction-ML Cancer-Risk-Prediction-ML Public

    End-to-end Machine Learning pipeline for cancer risk prediction using EDA, model comparison, class imbalance handling, GridSearchCV, and AdaBoost.

    Jupyter Notebook 1

  4. Handwritten-Digit-Recognition-CNN Handwritten-Digit-Recognition-CNN Public

    A Convolutional Neural Network (CNN) built with TensorFlow and Keras to classify handwritten digits from the MNIST dataset with 99.10% test accuracy.

    Jupyter Notebook