Founding member of the AI Team, spearheaded research and development to build AI/ML features for an AI-first property-tech product

Utilized machine learning techniques to address challenges within the payment industry, focusing on Spend Forecasting, Propensity modeling, and Customer segmentation.CDE & Propensity Modeling :▪ Delivered enhanced customer-level insights for a cab aggregator in direct & indirect industries for 6M users▪ Built 16 propensity models using tuned Random forest to generate a lift of 16% over the standard model ▪ Utilized model's output to guide client's strategic decisions for user retention and targeted marketingSpend Forecasting▪ Developed robust regression pipelines in Pyspark for forecasting consumer spending in 16 key industries ▪ Incorporated PCA and utilized GBT to improve prediction accuracy by 20% over Elastic Net regression.Loyalty and affinity analysis▪ Performed Customer segmentation, Loyalty analysis & identified headroom in department stores industry ▪ Delivered in-depth Affinity analysis reports to identify promising cobranding opportunities within the market

Managed & executed daily maintenance activities in SRU and FCCU plants resolving complex technical issues, optimizing machinery, and enhancing overall operational productivity.▪ Cost savings through Inventory Optimization, implementing equipment spare interchangeability ▪ Conducted RCA to identify bottlenecks and implemented a solution for the overhaul of Sulphur Wet pumps▪ Spearheaded collaboration with the Reliability team to engineer a predictive maintenance framework, for Fault detection in turbomachines through Statistical Modeling of sensor data streams

Worked on demand forecasting and inventory tracking, specialized in utilizing advanced statistical models and data-driven insights to drive operational efficiency and cost savings.▪Achieved reduction in excess inventory by Demand Forecasting, leading to optimized budget allocation.▪Developed intelligent inventory tracking system for real-time stock monitoring through interactive Tableau Dashboard.