At inDrive, I delivered USD 900K+ in direct savings and USD 600K+ in cost avoidance through sourcing and negotiations across APAC. I managed USD 60M+ in spend across 12+ markets and increased Spend Under Procurement Management from 25% to 68%.
I also deployed Claude-based AI agents that reduced average procurement turnaround time from 14 days to under 8, and built an AI sourcing architecture that reduced marketing tender cycle time by 15 days. Earlier, at Cisco, I built procurement analytics across USD 15B+ in global spend and developed automated ETL pipelines for category insights.

