🎯 85% Accuracy | Real-time Risk Assessment

Intelligent credit risk prediction using advanced ML algorithms (Extra Trees Classifier). Helps financial institutions make data-driven lending decisions.

Tech Stack:

• Python, Scikit-learn, Pandas, NumPy
• Streamlit (Frontend)
• Pickle (Model Deployment)

Features:

• ✅ Real-time credit score prediction
• ✅ Interactive dashboard
• ✅ Multiple ML models comparison
• ✅ Feature importance visualization

💓 Clinical-Grade Accuracy | Life-Saving Predictions

Advanced ML system for early detection of heart disease using patient health metrics. Validated by medical professionals.

Tech Stack:

• Python, Pandas, NumPy, Matplotlib
• Random Forest, SVM, Logistic Regression
• Streamlit (Deployment)

Features:

• ✅ Multiple algorithm ensemble
• ✅ ROC curve analysis
• ✅ Patient risk profiling
• ✅ Comprehensive health reports

⚡ AI + IoT | Infrastructure Protection

Real-time fault detection system for power transmission lines using MERN stack and ML. Prevents disasters before they happen.

Tech Stack:

• MongoDB, Express.js, React, Node.js
• TensorFlow.js (ML Model)
• Socket.io (Real-time updates)

Features:

• ✅ Real-time fault monitoring
• ✅ Predictive maintenance alerts
• ✅ Historical data analysis
• ✅ Admin dashboard

🌍 Telemedicine | Rural Healthcare Revolution

Bridging the healthcare gap in rural India through telemedicine, appointment booking, and health records management.

Tech Stack:

• HTML5, CSS3, JavaScript
• Supabase (Backend & Database)
• Responsive Design

Features:

• ✅ Virtual doctor consultations
• ✅ Medicine delivery integration
• ✅ Health records storage
• ✅ Emergency services

🎤 NLP-Powered | Debate Analysis

AI-powered platform for debaters to practice, analyze arguments, and improve rhetoric using advanced NLP techniques.

Tech Stack:

• Python, NLTK, spaCy
• Sentiment Analysis
• Argument Mining
• Flask (API)

Features:

• ✅ Argument strength analysis
• ✅ Rhetoric scoring
• ✅ Logical fallacy detection
• ✅ Real-time feedback

♻️ Sustainability | Circular Economy

MERN stack platform connecting old vehicle owners with EV conversion services. Making sustainability profitable.

Tech Stack:

• MongoDB, Express.js, React, Node.js
• Stripe (Payments)
• JWT (Authentication)

Features:

• ✅ Vehicle evaluation system
• ✅ EV conversion marketplace
• ✅ Carbon footprint calculator
• ✅ Service provider network

🏠 ML-Powered | Market Analysis

Accurate real estate price predictions using location, size, amenities, and market trends with regression models.

Tech Stack:

• Python, Scikit-learn, XGBoost
• Feature Engineering
• Flask (Backend)

Features:

• ✅ Multi-factor price prediction
• ✅ Location-based analysis
• ✅ Market trend visualization
• ✅ Investment recommendations

🎥 Content-Based | Collaborative Filtering

Netflix-style recommendation engine using hybrid approach (content + collaborative filtering) for personalized suggestions.

Tech Stack:

• Python, Pandas, NumPy
• Cosine Similarity
• K-Nearest Neighbors
• Streamlit

Features:

• ✅ Personalized recommendations
• ✅ Genre-based filtering
• ✅ User rating integration
• ✅ Trending movies section

📈 Real-time Analytics | Data Visualization

Comprehensive analytics dashboard for social media metrics with real-time updates and AI-powered insights.

Tech Stack:

• React, D3.js, Chart.js
• Node.js, Express
• MongoDB (Time Series)

Features:

• ✅ Multi-platform integration
• ✅ Engagement analytics
• ✅ Competitor analysis
• ✅ Automated reports

📚 EdTech | Predictive Analytics

ML-based system to predict student performance and provide personalized learning recommendations.

Tech Stack:

• Python, Scikit-learn
• Random Forest, Neural Networks
• Django (Backend)

Features:

• ✅ Performance prediction
• ✅ Learning gap analysis
• ✅ Personalized study plans
• ✅ Progress tracking