Featured Projects
A showcase of Real-world projects in data analytics, SQL, and Python - from payment fraud detection and customer churn modeling to workforce trend analysis.
Data Analytics & Visualization
Projects demonstrating data-driven insights and interactive visualizations
Banking Customer Risk & Transaction Analysis
Cleaned and analyzed large, noisy transaction data to identify fraud patterns using EDA and feature engineering. Built a risk scoring model and Power BI dashboard to detect high-risk transactions and support faster decision-making.
Customer Churn Analysis - Spotify
Performed SQL-based churn analysis on Spotify user data to identify behavioral patterns and key risk factors. Built a rule-based user segmentation model and designed targeted retention strategies to reduce churn.
Layoff Trends & Workforce Analysis
Analyzed 3,642 raw real-world dataset to extract business insights, performing comprehensive data cleaning, standardizing fields, and applying advanced SQL techniques like CTEs and Window Functions.
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.
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.
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.