Headline

Product Manager – Agentic AI | Multi-Agent Planning Platforms (LangChain, LangGraph, Amazon Bedrock, MCP) | Demand Forecasting, Inventory Optimization | 13+ Yrs | PepsiCo, Estée Lauder

About

Product Manager with 13+ years in supply chain planning, payments, and enterprise AI. Currently at PepsiCo, owning an AI-powered SAP IBP platform (Demand Planning, Inventory Optimization, Response & Supply) with multi-agent automation on LangChain, LangGraph, Amazon Bedrock, and MCP. Delivered +20% forecast accuracy, −15% stock-outs, 30% faster planning cycles. Previously Product Manager – Global Payments at Visa: APAC payment gateways (EFTPOS, China UnionPay), acquirer and payment facilitator partnerships, omni-channel acceptance, P&L ownership. Earlier: supply chain analytics at Estée Lauder; product roles at Mercedes-Benz, Oracle, IBM. Skills: SAP IBP · SAP S/4HANA · Agentic AI · Multi-Agent Systems · LangChain · LangGraph · Amazon Bedrock · MCP · Demand Forecasting · Inventory Optimization · S&OP · Payment Gateways · Product Strategy · P&L · Responsible AI

Location

Bengaluru

AI stack

anthropic apis

claude

gemini

hugging face

langchain

langgraph

Work experience

Product Manager – Agentic Ai at PepsiCo, Apr 2025 - Present · 1 yr 5 mos, Bengaluru, Karnataka, India, Owned the product strategy and roadmap for an AI-powered SAP IBP planning platform, delivering multi-agent automation for demand forecasting, replenishment, and exception management, improving forecast accuracy by 20%, reducing stockouts by 15%, and accelerating planning cycles by 30%. • Authored AI-assisted PRDs and functional specifications for SAP IBP Demand Planning, Inventory Optimization, and Response & Supply, validating all LLM-generated requirements for business accuracy and implementation readiness. • Owned the product strategy for integrating SAP IBP with SAP S/4HANA and enterprise data platforms, delivering API-first,event-driven planning workflows and reusable AI services that accelerated demand forecasting, inventory optimization, and planner productivity. • Established AI governance through model evaluation, prompt security, agent monitoring, and quality guardrails, improving reliability and reducing hallucinations in production planning workflows. • Partnered with business, engineering, and SAP stakeholders to define roadmap, prioritize AI initiatives, and drive enterprise adoption through executive demos, training, and stakeholder enablement.

Product Manager – Supply Chain Analytics at The Estée Lauder Companies Inc., Aug 2018 - Feb 2022 · 3 yrs 7 mos, Remote, • Set the product vision and roadmap for supply chain analytics as e-commerce volumes outgrew existing systems, working with stakeholders across logistics, customer service, and marketing; operational efficiency improved 25%. • Led warehouse management (WMS), transportation management (TMS), and inventory data integrations end to end to unblock fulfillment, raising fulfillment speed 20%. • Ran A/B tests to refine demand-sensing algorithms that lagged behind promotional activity, improving forecast accuracy 12% and promotion responsiveness 20%.

Health and well-being at Career Break, Aug 2018 - Nov 2018 · 4 mos, Bengaluru, Karnataka, India

Product Owner – After-Sales Retail Apps at Mercedes-Benz Research and Development India, Jan 2016 - Aug 2018 · 2 yrs 8 mos, Bengaluru, Karnataka, India, • Owned the backlog for after-sales retail apps: prioritized by business value and user behavior data, wrote acceptance criteria, signed off releases.

Product Owner – Oracle SCM at Oracle, Dec 2014 - Jan 2016 · 1 yr 2 mos, Bangalore Urban, Karnataka, India, • Shaped the Oracle SCM Cloud roadmap and presented it to executives for sign-off. • Coordinated global design, development, QA, and release teams to ship on schedule. • Wrote release docs and training material used by customers, partners, and sales.

Education

Young Leadership Program, Indian Institute of Management Bangalore

Bachelor’s Degree, Computer Science, Lord Krishna College of Engg.