Featured Projects
A showcase of my technical expertise through real-world projects in Data Analytics, Business Analytics, Database, ML and innovative digital platforms. Each project demonstrates analytical, problem-solving skills and practical application of modern technologies.
Data Analytics & Visualization
Projects demonstrating data-driven insights and interactive visualizations
Banking Transaction & Risk Analysis
Sampled and analyzed 55,554 transactions from a 6.3M-record PaySim dataset using SQL, Python, and Power BI. Engineered fraud risk features, uncovered customer concentration patterns, and built an interactive dashboard visualizing $8.97bn+ in transaction value.
Spotify Customer Churn Analysis
Analyzed 8,000 user records across 8 countries to identify churn drivers and build a rule-based risk segmentation model. Tested 6 behavioral features individually before reframing the problem around a combined multi-signal approach.
Layoff Trends & Workforce Analysis
Cleaned and standardized a 3,642-row raw dataset to 1,995 validated records using SQL staging tables, window functions, and Python. Identified global layoff patterns across industries, funding stages, and countries during the 2022-23 post-pandemic peak.
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.
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 72% 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.
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.