🧠 MindFull Horizon - Dynamic Mental Health Assessment System
A comprehensive Flask-based web application implementing the Mindful Horizon Framework for dynamic psychological health assessment of college students. This system provides real-time monitoring, AI-powered analysis, and gamified engagement through separate dashboards for patients and healthcare providers.
Python
Flask
AI-Chatbot
Sentiment Analysis
NLP
Data Visualization
Render Deployment
🌐 Live Application
🔍 Feedback Analysis Application (Google Gemini AI)
Developed a powerful Flask web application leveraging Google's Gemini AI for intelligent feedback analysis. This tool transforms raw feedback data into actionable insights through advanced sentiment analysis, theme extraction, and interactive visualizations. Achieved an estimated 90% accuracy in sentiment classification and provided clear, actionable insights for data-driven decision-making, improving customer satisfaction metrics.
Python
Flask
Google Gemini AI
Sentiment Analysis
NLP
Data Visualization
Render Deployment
🌐 Live Application
SarthiHub - Rural Service Platform (AI-Integrated)
Designed and deployed a digital platform leveraging data analytics to improve access to essential services for over 10,000 rural residents across 15 communities. Enabled data-driven resource allocation, reducing service delivery time by 25%. Additionally, spearheaded digital literacy and skills training for 500+ individuals, driving tangible social impact.
Python
Web Development
Data Analytics
Impact Measurement
View Project (GitHub)
Health&Care - AI-Driven Healthcare Optimization
Designed and implemented advanced queuing models (e.g., Markov Chains, Simulation) for healthcare OPDs, successfully reducing patient wait times by an average of 30% (from 45 mins to 30 mins) and improving bed admission efficiency by 20%. Integrated predictive analytics for optimized medicine dispensation and reduced inventory holding costs by 15% through demand forecasting.
Python
Simulation
Operations Research
Predictive Analytics
View Project (GitHub)
AssessAI - Intelligent Assessment Platform
Engineered an AI-powered platform for automated test creation using NLP, face recognition for secure proctoring (reducing cheating instances by estimated 60%), and real-time monitoring. This solution cut administrative workload by 40% and improved evaluation accuracy by 30%, demonstrating direct efficiency gains for educational institutions.
Python
Flask
OpenCV
NLP
Facial Recognition
View Project (GitHub)
E-commerce Sales & Marketing Dashboard (Power BI/Python)
Developed a comprehensive e-commerce analytics dashboard using Python (Pandas, Plotly) and integrated with Power BI for interactive visualizations. Analyzed complex sales trends, identified best-selling products by category, and unearthed key revenue patterns. Provided actionable business insights that informed marketing strategies, leading to a projected 8% increase in Q3 sales.
Python
Pandas
Plotly
Power BI
Business Intelligence
View Project (GitHub)
Wine Quality Predictive System (ML Classification)
Built and optimized Machine Learning classification models (Random Forest, SVM, Gradient Boosting) to predict wine quality based on physico-chemical properties. Achieved a prediction accuracy of 85% on unseen data, providing a robust tool for quality control and new product development in the wine industry. Conducted comprehensive feature engineering and model hyperparameter tuning.
Python
Scikit-learn
Random Forest
SVM
Model Evaluation
View Project (GitHub)
Real-time Sentiment Analysis Web Application (Deep Learning)
Developed a comprehensive deep learning web application for real-time sentiment analysis of text data utilizing an RNN (Recurrent Neural Network) architecture with LSTM layers. Trained on a 1.6M tweet dataset (Sentiment140) and achieved 88% sentiment classification accuracy. Features include robust text preprocessing, advanced tokenization, intuitive Bootstrap UI, and real-time confidence scoring through API endpoints. Designed for scalability and responsive user experience.
Python
TensorFlow/Keras
RNN/LSTM
NLP
Flask
Web Development
Render Deployment
🌐 Live Application
