At ByteDance, I lead workplace and operations analytics, integrating employee, badge-swipe, and IoT sensor data into models and recommendations. I recovered 5.6% of global workstation capacity, equivalent to about $52M in annualised cost avoidance, through analysis and role-based dashboards.
I also built statistical models and decision tools used across more than 60% of the global workspace portfolio. I designed the semantic layer for an LLM text-to-SQL tool that now serves more than 60 monthly active users and has cut ad-hoc requests to the data team by 40%.
At noon.com, I owned pricing, assortment, and P&L analytics for the private-label business; a price-demand model for the kitchen and dining category lifted revenue by 4.8% and margin by 2.1%. At Swiggy, I built marketing measurement pipelines and ran incrementality tests and marketing mix models across 8+ channels to guide budget reallocation.
India