@@ -23,65 +23,160 @@ title: Home
2323
2424<section id =" projects " class =" section " >
2525 <div class="container">
26- <h2 class="section-title">Featured Projects</h2>
26+ <h2 class="section-title">Technical Projects</h2>
2727 <div class="projects-grid">
2828 <article class="project-card">
29- <img src="{{ '/assets/images/legal-adviser.jpeg' | relative_url }}" alt="Legal Compliance Assistant" class="project-image">
30- <h3 class="project-title">Legal Compliance Assistant</h3>
29+ <h3 class="project-title">NovaMart — Demand Forecasting & Stock Optimization</h3>
3130 <p class="project-description">
32- A sophisticated multi-agent system built with LangGraph and RAG architecture to provide
33- intelligent legal compliance advice. Features advanced prompt engineering and knowledge
34- graph integration for accurate, contextual legal guidance.
31+ Time series forecasting with Prophet/ARIMA and inventory optimization logic.
32+ Implements advanced demand prediction algorithms with real-time stock management.
3533 </p>
3634 <div class="project-tech">
37- <span class="tech-tag">LangGraph</span>
38- <span class="tech-tag">RAG</span>
39- <span class="tech-tag">LLMs</span>
40- <span class="tech-tag">Prompt Engineering</span>
4135 <span class="tech-tag">Python</span>
36+ <span class="tech-tag">Streamlit</span>
37+ <span class="tech-tag">Prophet</span>
38+ <span class="tech-tag">ARIMA</span>
39+ <span class="tech-tag">Pandas</span>
40+ <span class="tech-tag">Plotly</span>
4241 </div>
4342 <div class="project-links">
44- <a href="https://github.com/heritai/llm-multi-agent-asstant" target="_blank" class="project-link">View on GitHub</a>
43+ <a href="https://novamart.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
44+ <a href="https://github.com/heritai/novamart-dashboard" target="_blank" class="project-link">GitHub</a>
4545 </div>
4646 </article>
4747
4848 <article class="project-card">
49- <img src="{{ '/assets/images/audit-dashboard.gif' | relative_url }}" alt="AWS ML Audit Tool" class="project-image">
50- <h3 class="project-title">AWS ML Compliance Audit Tool</h3>
49+ <h3 class="project-title">StyleHive — Fashion Recommender System</h3>
5150 <p class="project-description">
52- A comprehensive compliance auditing platform for AI/ML pipelines on AWS. Implements
53- fairness metrics, explainability analysis, and automated bias detection using SageMaker
54- and custom monitoring frameworks.
51+ Product recommendations using association rules and collaborative filtering.
52+ Advanced ML algorithms for personalized fashion recommendations with real-time processing.
5553 </p>
5654 <div class="project-tech">
57- <span class="tech-tag">AWS SageMaker</span>
58- <span class="tech-tag">Fairness</span>
59- <span class="tech-tag">Explainability</span>
60- <span class="tech-tag">MLOps</span>
6155 <span class="tech-tag">Python</span>
56+ <span class="tech-tag">Streamlit</span>
57+ <span class="tech-tag">Scikit-learn</span>
58+ <span class="tech-tag">Apriori</span>
59+ <span class="tech-tag">Collaborative Filtering</span>
6260 </div>
6361 <div class="project-links">
64- <a href="https://github.com/heritai/ml-cloud-audit" target="_blank" class="project-link">View on GitHub</a>
62+ <a href="https://stylehive.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
63+ <a href="https://github.com/heritai/stylehive-dashboard" target="_blank" class="project-link">GitHub</a>
6564 </div>
6665 </article>
6766
6867 <article class="project-card">
69- <img src="{{ '/assets/images/graph.png' | relative_url }}" alt="Malware Detection GNN" class="project-image">
70- <h3 class="project-title">Graph Neural Networks for Malware Detection</h3>
68+ <h3 class="project-title">InsightBank — Customer Segmentation & Churn Prediction</h3>
7169 <p class="project-description">
72- Advanced cybersecurity solution using Graph Neural Networks for large-scale malware
73- detection. Leverages geometric deep learning with PyTorch Geometric to analyze
74- complex malware behavior patterns and relationships.
70+ Customer clustering with KMeans and churn prediction with ML classifiers.
71+ Comprehensive customer analytics with predictive modeling for retention strategies.
7572 </p>
7673 <div class="project-tech">
77- <span class="tech-tag">PyTorch Geometric</span>
78- <span class="tech-tag">Deep Learning</span>
79- <span class="tech-tag">Cybersecurity</span>
80- <span class="tech-tag">Graph Networks</span>
8174 <span class="tech-tag">Python</span>
75+ <span class="tech-tag">Streamlit</span>
76+ <span class="tech-tag">Scikit-learn</span>
77+ <span class="tech-tag">KMeans</span>
78+ <span class="tech-tag">Logistic Regression</span>
79+ <span class="tech-tag">Random Forest</span>
8280 </div>
8381 <div class="project-links">
84- <a href="https://github.com/heritai/graph-nn-malware-detection" target="_blank" class="project-link">View on GitHub</a>
82+ <a href="https://insightbank.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
83+ <a href="https://github.com/heritai/insightbank-churn-dashboard" target="_blank" class="project-link">GitHub</a>
84+ </div>
85+ </article>
86+
87+ <article class="project-card">
88+ <h3 class="project-title">Roomify — Dynamic Pricing Engine</h3>
89+ <p class="project-description">
90+ Price elasticity modeling and revenue maximization via demand forecasting.
91+ Advanced optimization algorithms for dynamic pricing strategies in hospitality.
92+ </p>
93+ <div class="project-tech">
94+ <span class="tech-tag">Python</span>
95+ <span class="tech-tag">Streamlit</span>
96+ <span class="tech-tag">Regression Models</span>
97+ <span class="tech-tag">Optimization Logic</span>
98+ </div>
99+ <div class="project-links">
100+ <a href="https://roomify-pricing.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
101+ <a href="https://github.com/heritai/roomify-pricing-dashboard" target="_blank" class="project-link">GitHub</a>
102+ </div>
103+ </article>
104+
105+ <article class="project-card">
106+ <h3 class="project-title">TransacGuard — Real-Time Anomaly Detection</h3>
107+ <p class="project-description">
108+ Real-time anomaly detection using Isolation Forest and One-Class SVM.
109+ Advanced streaming analytics for fraud detection and transaction monitoring.
110+ </p>
111+ <div class="project-tech">
112+ <span class="tech-tag">Python</span>
113+ <span class="tech-tag">Streamlit</span>
114+ <span class="tech-tag">Scikit-learn</span>
115+ <span class="tech-tag">Isolation Forest</span>
116+ <span class="tech-tag">One-Class SVM</span>
117+ <span class="tech-tag">Streaming Simulation</span>
118+ </div>
119+ <div class="project-links">
120+ <a href="https://transacguard.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
121+ <a href="https://github.com/heritai/transacguard-anomaly-dashboard" target="_blank" class="project-link">GitHub</a>
122+ </div>
123+ </article>
124+
125+ <article class="project-card">
126+ <h3 class="project-title">AdOptima — Marketing Campaign Optimizer</h3>
127+ <p class="project-description">
128+ Predictive modeling of sales vs spend and budget reallocation for ROI.
129+ Advanced ML models with SHAP explainability for marketing campaign optimization.
130+ </p>
131+ <div class="project-tech">
132+ <span class="tech-tag">Python</span>
133+ <span class="tech-tag">Streamlit</span>
134+ <span class="tech-tag">Scikit-learn</span>
135+ <span class="tech-tag">Random Forest</span>
136+ <span class="tech-tag">XGBoost</span>
137+ <span class="tech-tag">SHAP</span>
138+ </div>
139+ <div class="project-links">
140+ <a href="https://adoptima.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
141+ <a href="https://github.com/heritai/adoptima-marketing-dashboard" target="_blank" class="project-link">GitHub</a>
142+ </div>
143+ </article>
144+
145+ <article class="project-card">
146+ <h3 class="project-title">ShiftWise — Workforce Scheduling & Optimization</h3>
147+ <p class="project-description">
148+ Workforce scheduling using linear programming and optimization under constraints.
149+ Advanced OR techniques for optimal staff allocation and scheduling efficiency.
150+ </p>
151+ <div class="project-tech">
152+ <span class="tech-tag">Python</span>
153+ <span class="tech-tag">Streamlit</span>
154+ <span class="tech-tag">OR-Tools</span>
155+ <span class="tech-tag">PuLP</span>
156+ <span class="tech-tag">Linear Programming</span>
157+ </div>
158+ <div class="project-links">
159+ <a href="https://shiftwise.streamlit.app/" target="_blank" class="project-link">Live Demo</a>
160+ <a href="https://github.com/heritai/shiftwise-scheduling-dashboard" target="_blank" class="project-link">GitHub</a>
161+ </div>
162+ </article>
163+
164+ <article class="project-card">
165+ <h3 class="project-title">BrandBoost — AI-Powered Marketing Content Generator</h3>
166+ <p class="project-description">
167+ Content generation for product descriptions, social posts, and emails with tone and language control.
168+ Advanced LLM integration with Hugging Face for automated marketing content creation.
169+ </p>
170+ <div class="project-tech">
171+ <span class="tech-tag">Python</span>
172+ <span class="tech-tag">Streamlit</span>
173+ <span class="tech-tag">Hugging Face API</span>
174+ <span class="tech-tag">Mistral 7B</span>
175+ <span class="tech-tag">LLM</span>
176+ </div>
177+ <div class="project-links">
178+ <a href="https://huggingface.co/spaces/youtah/brandboost-content-generator" target="_blank" class="project-link">Live Demo</a>
179+ <a href="https://github.com/heritai/brandboost-content-generator" target="_blank" class="project-link">GitHub</a>
85180 </div>
86181 </article>
87182 </div>
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