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https://github.com/bniladridas/bniladridas

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https://github.com/bniladridas/bniladridas

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## 🌟 **Featured Highlights**

The White Hat Gazette 📰




Newsletter



Proudly curating cybersecurity insights for 805+ subscribers.

Recognized by BLACKBOX.AI 🏆




BLACKBOX.AI



Celebrated for cutting-edge AI contributions and innovation.

GitHub Portfolio 💻




GitHub Stats



Explore my open-source projects and contributions.

LeetCode Profile ⚡




LeetCode Stats



Tackling coding challenges with passion and precision.

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## 🔧 **About Me**

I'm a passionate **AI Innovator** and **Cybersecurity Advocate** committed to leveraging technology for impactful solutions. My expertise spans **Machine Learning**, **Deep Learning**, and **Data Science**, combined with hands-on experience in **full-stack development** and **Linux systems**. I thrive on solving challenging problems and driving innovation, whether through open-source contributions or curated newsletters.

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## 🚀 **Featured Projects**

### 🔮 **Age Prediction AI**
`Machine Learning` `Computer Vision` `Streamlit` `TensorFlow`

An intuitive age prediction tool powered by deep learning, instantly estimating age from images with precision.

- 📱 **Responsive UI**: Built with Streamlit for seamless user interaction.
- 🧠 **High Accuracy**: Trained on 20,000+ images with a fine-tuned CNN model.
- ⚡ **Real-Time Results**: Optimized for speed with TensorFlow and Keras.

[View Project](https://github.com/bniladridas/age-pred) • [Live Demo](https://age-pred.vercel.app/)

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### 📊 **Churn Prediction Engine**
`Data Science` `Random Forest` `Python` `Seaborn`

Predicts subscriber churn for streaming platforms with over 90% accuracy, empowering businesses to retain customers.

- 💾 **Big Data Handling**: Processed 243,000+ entries for robust model training.
- 🎯 **High Reliability**: Achieved over 90% prediction accuracy.
- 📈 **Data Insights**: Visualized key trends with Seaborn and Matplotlib.

[View Project](https://github.com/bniladridas/ChurnPrediction)

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### 🖼️ **DeepVision Classifier**
`Deep Learning` `TensorFlow` `MobileNetV2` `CIFAR-10`

A state-of-the-art image classification system designed for diverse object recognition tasks.

- 🔍 **Wide Coverage**: Handles various image categories with 75% accuracy.
- 🛠️ **Custom Tuning**: Improved performance through hyperparameter optimization.
- 📊 **Dataset-Driven**: Trained on CIFAR-10 with 60,000 images.

[View Project](https://github.com/bniladridas/deepvision)

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## 💡 **Tech Stack**
- **Programming Languages:** Python, JavaScript, Bash
- **Frameworks & Tools:** TensorFlow, Streamlit, Flask, React
- **Data Science:** Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn
- **DevOps:** Docker, Git, CI/CD Pipelines
- **Platforms:** Linux, AWS, Vercel

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## 🔗 **Connect with Me**
- 📬 [LinkedIn](https://www.linkedin.com/in/bniladridas)
- 🌐 [Portfolio](https://viewniladridas.vercel.app)
- 🛠️ [GitHub](https://github.com/bniladridas)

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