Results-driven Business Analytics professional with experience at ICICI Bank, skilled in Python, data analytics, and supply chain optimization. Proven ability to deliver cost savings and efficiency gains through innovative solutions, including automated stock movement engines and predictive models that reduced penalties and improved inventory management.
Junior Member, SummIT, 07/2024 - 12/2024, Research to create and launch tech reports and newsletters., Planned, marketed, and executed SummIT flagship events.
Productivity Prediction for garment workers:
Built and evaluated ML models on 1,197 garment productivity records, achieving 91% accuracy and 0.96 ROC-AUC with XGBoost
Counterfeit Transaction Detection Using Big Data Tools
Engineered a big data pipeline on 3,000+ transactions (HDFS, Hive, Pig, PySpark), identifying 733 fraud cases, with 56.5% exceeding $500
Decision Support in Weather Forecasting and Disaster Management
Scraped 90K+ disaster posts; used Python (pandas, VADER, LDA, NetworkX) to analyze sentiment & influencers, and built dashboards to detect 24-hr early spikes.
Zepto,Supply Chain Management
Analyzed Zepto Mumbai’s ₹1Cr/day supply chain (115 dark stores) and proposed sustainability initiatives (15–20% power savings, 100% reusable packaging).
Addressing Queuing Issues at Joey's Pizza in Mumbai
Simulated and optimized Joey’s Pizza queues, cutting waits 55%, boosting throughput 30–40%, and recovering ₹250/session.