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| <div class="text-2xl font-bold text-primary-400">DS Portfolio</div> | |
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| <h1 class="text-4xl font-bold mb-8" data-aos="fade-up">My Projects</h1> | |
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| <!-- Project 1 --> | |
| <div class="card p-6" id="project1" data-aos="fade-up"> | |
| <img src="http://static.photos/technology/1024x576/101" alt="Project 1" class="w-full h-48 object-cover rounded-lg mb-4"> | |
| <h2 class="text-2xl font-semibold mb-2">Predictive Maintenance System</h2> | |
| <p class="text-gray-300 mb-4">Developed a machine learning model to predict equipment failures in manufacturing plants, reducing downtime by 30%.</p> | |
| <div class="flex flex-wrap gap-2 mb-4"> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Python</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">TensorFlow</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">IoT</span> | |
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| <!-- Project 2 --> | |
| <div class="card p-6" id="project2" data-aos="fade-up" data-aos-delay="100"> | |
| <img src="http://static.photos/science/1024x576/102" alt="Project 2" class="w-full h-48 object-cover rounded-lg mb-4"> | |
| <h2 class="text-2xl font-semibold mb-2">Customer Segmentation Analysis</h2> | |
| <p class="text-gray-300 mb-4">Implemented unsupervised learning techniques to identify distinct customer segments for targeted marketing campaigns.</p> | |
| <div class="flex flex-wrap gap-2 mb-4"> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Python</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">K-Means</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">PCA</span> | |
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| <i data-feather="github" class="mr-2"></i> Code | |
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| <i data-feather="external-link" class="mr-2"></i> Live Demo | |
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| </div> | |
| <!-- Project 3 --> | |
| <div class="card p-6" data-aos="fade-up" data-aos-delay="200"> | |
| <img src="http://static.photos/medical/1024x576/103" alt="Project 3" class="w-full h-48 object-cover rounded-lg mb-4"> | |
| <h2 class="text-2xl font-semibold mb-2">Medical Diagnosis Assistant</h2> | |
| <p class="text-gray-300 mb-4">Built a deep learning model to assist doctors in diagnosing diseases from medical images with 92% accuracy.</p> | |
| <div class="flex flex-wrap gap-2 mb-4"> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Python</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">PyTorch</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">CNN</span> | |
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| <i data-feather="external-link" class="mr-2"></i> Live Demo | |
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| </div> | |
| <!-- Project 4 --> | |
| <div class="card p-6" data-aos="fade-up" data-aos-delay="300"> | |
| <img src="http://static.photos/finance/1024x576/104" alt="Project 4" class="w-full h-48 object-cover rounded-lg mb-4"> | |
| <h2 class="text-2xl font-semibold mb-2">Stock Price Prediction</h2> | |
| <p class="text-gray-300 mb-4">Created an LSTM-based model to predict stock prices with technical indicators and sentiment analysis from news.</p> | |
| <div class="flex flex-wrap gap-2 mb-4"> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Python</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">TensorFlow</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">NLP</span> | |
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| <i data-feather="github" class="mr-2"></i> Code | |
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| <i data-feather="external-link" class="mr-2"></i> Live Demo | |
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| </div> | |
| <!-- Project 5 --> | |
| <div class="card p-6" data-aos="fade-up" data-aos-delay="400"> | |
| <img src="http://static.photos/retail/1024x576/105" alt="Project 5" class="w-full h-48 object-cover rounded-lg mb-4"> | |
| <h2 class="text-2xl font-semibold mb-2">Recommendation System</h2> | |
| <p class="text-gray-300 mb-4">Designed a hybrid recommendation engine combining collaborative and content-based filtering for e-commerce.</p> | |
| <div class="flex flex-wrap gap-2 mb-4"> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Python</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Surprise</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">TF-IDF</span> | |
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| <i data-feather="external-link" class="mr-2"></i> Live Demo | |
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| </div> | |
| <!-- Project 6 --> | |
| <div class="card p-6" data-aos="fade-up" data-aos-delay="500"> | |
| <img src="http://static.photos/technology/1024x576/106" alt="Project 6" class="w-full h-48 object-cover rounded-lg mb-4"> | |
| <h2 class="text-2xl font-semibold mb-2">Fraud Detection System</h2> | |
| <p class="text-gray-300 mb-4">Developed an anomaly detection system to identify fraudulent transactions in real-time with 98% precision.</p> | |
| <div class="flex flex-wrap gap-2 mb-4"> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Python</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Isolation Forest</span> | |
| <span class="project-tag bg-primary-900 text-primary-300 px-3 py-1 rounded-full text-sm">Spark</span> | |
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