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Add comprehensive technical project portfolio
- Added all 8 demo projects with technical focus - Emphasized tech stack, methods, and deployment details - Updated project grid layout for better responsiveness - Enhanced project links with button styling - Focused on developer-oriented descriptions and technical details - Included live demos and GitHub links for each project
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assets/css/main.css

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@@ -276,7 +276,7 @@ body {
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/* Projects Grid */
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.projects-grid {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(350px, 1fr));
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grid-template-columns: repeat(auto-fit, minmax(320px, 1fr));
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gap: var(--spacing-lg);
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margin-top: var(--spacing-xl);
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}
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.project-links {
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display: flex;
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gap: var(--spacing-sm);
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flex-wrap: wrap;
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margin-top: var(--spacing-md);
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}
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.project-link {
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color: var(--accent-primary);
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text-decoration: none;
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font-weight: 600;
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transition: var(--transition-fast);
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padding: var(--spacing-xs) var(--spacing-sm);
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border: 1px solid var(--accent-primary);
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border-radius: var(--radius-sm);
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font-size: 0.9rem;
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}
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.project-link:hover {
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color: var(--text-primary);
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background: var(--accent-primary);
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}
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/* About Section */

index.md

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<section id="projects" class="section">
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<div class="container">
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<h2 class="section-title">Featured Projects</h2>
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<h2 class="section-title">Technical Projects</h2>
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<div class="projects-grid">
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<article class="project-card">
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<img src="{{ '/assets/images/legal-adviser.jpeg' | relative_url }}" alt="Legal Compliance Assistant" class="project-image">
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<h3 class="project-title">Legal Compliance Assistant</h3>
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<h3 class="project-title">NovaMart — Demand Forecasting & Stock Optimization</h3>
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<p class="project-description">
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A sophisticated multi-agent system built with LangGraph and RAG architecture to provide
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intelligent legal compliance advice. Features advanced prompt engineering and knowledge
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graph integration for accurate, contextual legal guidance.
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Time series forecasting with Prophet/ARIMA and inventory optimization logic.
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Implements advanced demand prediction algorithms with real-time stock management.
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</p>
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<div class="project-tech">
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<span class="tech-tag">LangGraph</span>
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<span class="tech-tag">RAG</span>
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<span class="tech-tag">LLMs</span>
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<span class="tech-tag">Prompt Engineering</span>
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<span class="tech-tag">Python</span>
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<span class="tech-tag">Streamlit</span>
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<span class="tech-tag">Prophet</span>
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<span class="tech-tag">ARIMA</span>
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<span class="tech-tag">Pandas</span>
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<span class="tech-tag">Plotly</span>
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</div>
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<div class="project-links">
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<a href="https://github.com/heritai/llm-multi-agent-asstant" target="_blank" class="project-link">View on GitHub</a>
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<a href="https://novamart.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
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<a href="https://github.com/heritai/novamart-dashboard" target="_blank" class="project-link">GitHub</a>
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</div>
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</article>
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<article class="project-card">
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<img src="{{ '/assets/images/audit-dashboard.gif' | relative_url }}" alt="AWS ML Audit Tool" class="project-image">
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<h3 class="project-title">AWS ML Compliance Audit Tool</h3>
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<h3 class="project-title">StyleHive — Fashion Recommender System</h3>
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<p class="project-description">
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A comprehensive compliance auditing platform for AI/ML pipelines on AWS. Implements
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fairness metrics, explainability analysis, and automated bias detection using SageMaker
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and custom monitoring frameworks.
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Product recommendations using association rules and collaborative filtering.
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Advanced ML algorithms for personalized fashion recommendations with real-time processing.
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</p>
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<div class="project-tech">
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<span class="tech-tag">AWS SageMaker</span>
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<span class="tech-tag">Fairness</span>
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<span class="tech-tag">Explainability</span>
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<span class="tech-tag">MLOps</span>
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<span class="tech-tag">Python</span>
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<span class="tech-tag">Streamlit</span>
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<span class="tech-tag">Scikit-learn</span>
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<span class="tech-tag">Apriori</span>
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<span class="tech-tag">Collaborative Filtering</span>
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</div>
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<div class="project-links">
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<a href="https://github.com/heritai/ml-cloud-audit" target="_blank" class="project-link">View on GitHub</a>
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<a href="https://stylehive.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
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<a href="https://github.com/heritai/stylehive-dashboard" target="_blank" class="project-link">GitHub</a>
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</div>
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</article>
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<article class="project-card">
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<img src="{{ '/assets/images/graph.png' | relative_url }}" alt="Malware Detection GNN" class="project-image">
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<h3 class="project-title">Graph Neural Networks for Malware Detection</h3>
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<h3 class="project-title">InsightBank — Customer Segmentation & Churn Prediction</h3>
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<p class="project-description">
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Advanced cybersecurity solution using Graph Neural Networks for large-scale malware
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detection. Leverages geometric deep learning with PyTorch Geometric to analyze
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complex malware behavior patterns and relationships.
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Customer clustering with KMeans and churn prediction with ML classifiers.
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Comprehensive customer analytics with predictive modeling for retention strategies.
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</p>
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<div class="project-tech">
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<span class="tech-tag">PyTorch Geometric</span>
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<span class="tech-tag">Deep Learning</span>
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<span class="tech-tag">Cybersecurity</span>
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<span class="tech-tag">Graph Networks</span>
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<span class="tech-tag">Python</span>
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<span class="tech-tag">Streamlit</span>
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<span class="tech-tag">Scikit-learn</span>
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<span class="tech-tag">KMeans</span>
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<span class="tech-tag">Logistic Regression</span>
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<span class="tech-tag">Random Forest</span>
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</div>
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<div class="project-links">
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<a href="https://github.com/heritai/graph-nn-malware-detection" target="_blank" class="project-link">View on GitHub</a>
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<a href="https://insightbank.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
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<a href="https://github.com/heritai/insightbank-churn-dashboard" target="_blank" class="project-link">GitHub</a>
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</div>
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</article>
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<article class="project-card">
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<h3 class="project-title">Roomify — Dynamic Pricing Engine</h3>
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<p class="project-description">
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Price elasticity modeling and revenue maximization via demand forecasting.
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Advanced optimization algorithms for dynamic pricing strategies in hospitality.
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</p>
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<div class="project-tech">
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<span class="tech-tag">Python</span>
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<span class="tech-tag">Streamlit</span>
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<span class="tech-tag">Regression Models</span>
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<span class="tech-tag">Optimization Logic</span>
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</div>
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<div class="project-links">
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<a href="https://roomify-pricing.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
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<a href="https://github.com/heritai/roomify-pricing-dashboard" target="_blank" class="project-link">GitHub</a>
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</div>
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</article>
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<article class="project-card">
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<h3 class="project-title">TransacGuard — Real-Time Anomaly Detection</h3>
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<p class="project-description">
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Real-time anomaly detection using Isolation Forest and One-Class SVM.
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Advanced streaming analytics for fraud detection and transaction monitoring.
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</p>
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<div class="project-tech">
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<span class="tech-tag">Python</span>
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<span class="tech-tag">Streamlit</span>
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<span class="tech-tag">Scikit-learn</span>
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<span class="tech-tag">Isolation Forest</span>
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<span class="tech-tag">One-Class SVM</span>
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<span class="tech-tag">Streaming Simulation</span>
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</div>
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<div class="project-links">
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<a href="https://transacguard.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
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<a href="https://github.com/heritai/transacguard-anomaly-dashboard" target="_blank" class="project-link">GitHub</a>
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</div>
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</article>
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<article class="project-card">
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<h3 class="project-title">AdOptima — Marketing Campaign Optimizer</h3>
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<p class="project-description">
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Predictive modeling of sales vs spend and budget reallocation for ROI.
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Advanced ML models with SHAP explainability for marketing campaign optimization.
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</p>
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<div class="project-tech">
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<span class="tech-tag">Python</span>
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<span class="tech-tag">Streamlit</span>
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<span class="tech-tag">Scikit-learn</span>
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<span class="tech-tag">Random Forest</span>
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<span class="tech-tag">XGBoost</span>
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<span class="tech-tag">SHAP</span>
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</div>
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<div class="project-links">
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<a href="https://adoptima.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
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<a href="https://github.com/heritai/adoptima-marketing-dashboard" target="_blank" class="project-link">GitHub</a>
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</div>
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</article>
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<article class="project-card">
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<h3 class="project-title">ShiftWise — Workforce Scheduling & Optimization</h3>
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<p class="project-description">
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Workforce scheduling using linear programming and optimization under constraints.
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Advanced OR techniques for optimal staff allocation and scheduling efficiency.
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</p>
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<div class="project-tech">
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<span class="tech-tag">Python</span>
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<span class="tech-tag">Streamlit</span>
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<span class="tech-tag">OR-Tools</span>
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<span class="tech-tag">PuLP</span>
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<span class="tech-tag">Linear Programming</span>
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</div>
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<div class="project-links">
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<a href="https://shiftwise.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
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<a href="https://github.com/heritai/shiftwise-scheduling-dashboard" target="_blank" class="project-link">GitHub</a>
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</div>
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</article>
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<article class="project-card">
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<h3 class="project-title">BrandBoost — AI-Powered Marketing Content Generator</h3>
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<p class="project-description">
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Content generation for product descriptions, social posts, and emails with tone and language control.
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Advanced LLM integration with Hugging Face for automated marketing content creation.
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</p>
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<div class="project-tech">
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<span class="tech-tag">Python</span>
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<span class="tech-tag">Streamlit</span>
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<span class="tech-tag">Hugging Face API</span>
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<span class="tech-tag">Mistral 7B</span>
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<span class="tech-tag">LLM</span>
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</div>
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<div class="project-links">
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<a href="https://huggingface.co/spaces/youtah/brandboost-content-generator" target="_blank" class="project-link">Live Demo</a>
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<a href="https://github.com/heritai/brandboost-content-generator" target="_blank" class="project-link">GitHub</a>
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</div>
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</article>
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</div>

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