Featured Projects
A showcase of my technical expertise through real-world projects in AI/ML, computer vision, medical diagnosis, and innovative digital platforms. Each project demonstrates problem-solving skills and practical application of modern technologies.
AI & Machine Learning
Advanced projects showcasing expertise in computer vision, NLP, multi-agent systems, and medical AI
Multi-AI-Agent Medical Diagnosis
Developed a sophisticated multi-agent system using TensorFlow and PyTorch, featuring specialized AI agents (Cardiologist, Psychologist, Pulmonologist) that collaborate to provide comprehensive medical diagnoses from patient reports.
Real-Time Traffic Signal Recognition
Built a YOLOv8 model in PyTorch to detect traffic signals in real-time, achieving an outstanding 97% mAP on the test dataset.
Pneumonia Detection System by X-Ray
Advanced medical imaging AI system for pneumonia detection in chest X-rays with 96.4% sensitivity and 86% cross-operator validation accuracy. Features real-time analysis and clinical-grade reporting.
Instagram Sentiment Analysis
Engineered an NLP pipeline to classify comment sentiment, achieving 54% accuracy on a complex, nuanced dataset with 150+ emotion labels.
Data Analytics & Visualization
Projects demonstrating data-driven insights and interactive visualizations
Mental Health Predictive Analysis
Built a logistic regression model (71% accuracy) to predict if a tech employee would seek mental health treatment. Visualized insights with Power BI.
Customer Transaction Pattern Analysis
Created an interactive dashboard in Tableau, integrated with Python, to analyze banking transaction data and uncover key customer spending patterns.
Innovative Platforms
Creative digital solutions combining storytelling, cultural heritage, and emerging technologies
Darshana - Digital Storytelling Platform
Concept PhaseMy innovative startup concept: A comprehensive digital platform that connects users to their cultural heritage through immersive storytelling, featuring AI-powered content curation, virtual reality experiences, and interactive cultural exploration.