# Rupa Bhagwat > Senior AI Product Leader | Shipping Autonomous Digital Workers that Move the Business Needle Location: San Francisco Bay Area, United States Profile: https://flows.cv/rupa I build and scale Agentic AI platform for industrial enterprises, where autonomous agents don’t just assist users but execute workflows, coordinate across systems, and drive real operational outcomes. My focus is on translating messy, real-world problems into AI systems that can reason, act, and continuously improve. I bring 8+ years of experience across AI, IoT, and automation, working end-to-end from product discovery to production at scale. I’ve led products spanning digital workers for supply chain and field service, GenAI systems for unstructured data understanding, and IoT-driven predictive maintenance built on embedded telemetry and asset data. From a technical AI product management standpoint, my work consistently involves: Defining AI system architecture with engineering: model selection vs rule systems, agent orchestration, tool calling, memory, and human-in-the-loop controls Designing agent behaviors: triggers, skills, decision boundaries, confidence thresholds, fallback logic, and exception handling Owning data strategy: training data sources, labeling approaches, feedback loops, accuracy metrics, and model evaluation in production Driving LLM and ML use cases: NLP, document understanding, reasoning workflows, and decision support tied to business KPIs Managing enterprise constraints: security, permissions, auditability, explainability, latency, and scalability across ERP/EAM and cloud integrations Measuring business impact: automation rate, cycle time reduction, accuracy, cost savings, and adoption at workflow level What motivates me is systems thinking. I care deeply about how data flows, where decisions break down, and how AI can remove cognitive and operational load from teams. I push for products that are technically sound, operationally realistic, and commercially meaningful. If you’re building Agentic AI, digital workers, or intelligent systems that have to work in the real world, I’d love to connect and exchange perspectives. ## Work Experience ### Senior AI Product Manager, Industrial AI Agents @ IFS Jan 2025 – Present | San Francisco Bay Area I lead end-to-end product strategy and delivery for Agentic AI Workflows and Digital Workers at IFS Loops, focused on automating complex industrial workflows across supply chain, procurement, inventory, and field service. I work closely with engineering, data, and customers to design autonomous, human-in-the-loop AI systems that integrate with ERP/EAM platforms, reason over unstructured data, and drive measurable operational outcomes at scale. ### Director @ TechWalk Jan 2024 – Present | Silicon Valley, California Building and scaling a global, community-driven platform that connects product leaders, engineers, founders, and researchers across AI, systems, and emerging technologies. I design experiences that encourage deep technical conversations, cross-domain learning, and real collaboration, skills I apply daily in my product role when aligning diverse stakeholders, surfacing insights, and building ecosystems around complex AI platforms. ### Lead Product Manager, IoT, AI & Automation @ Parker Hannifin Jan 2024 – Jan 2025 | San Francisco Bay Area Led industrial IoT product initiatives that combined asset telemetry, predictive analytics, and early GenAI-driven intelligence to improve reliability and service outcomes. I worked across embedded hardware, data pipelines, cloud platforms, and enterprise systems, using AI to surface insights, explain faults, and support faster diagnostics, driving measurable gains in uptime, maintenance efficiency, and aftermarket performance. ### Growth Product Manager, AI and IoT, @ Parker Hannifin Jan 2024 – Jan 2024 | San Francisco Bay Area ### Product Manager, Internet of Things @ Parker Hannifin Jan 2023 – Jan 2023 | Chicago, Illinois, United States ### Operations and Social Chairperson, McCormick Graduate Leadership Council @ Northwestern University Jan 2023 – Jan 2025 ### Graduate Student Researcher, EV Market Research & Strategy @ Northwestern University Jan 2023 – Jan 2023 | Evanston, Illinois, United States ### Social Chairperson, McCormick Graduate Leadership Council @ Northwestern University Jan 2022 – Jan 2023 | Evanston, Illinois, United States ### Graduate Teaching Assistant, Project Management @ Northwestern University Jan 2022 – Jan 2023 ### Author @ Product huMan Jan 2023 – Jan 2024 ### Program Manager @ Intelegencia Jan 2022 – Jan 2022 | Noida, Uttar Pradesh, India ### Product Manager, Growth and Strategy, AI and Automation Software, B2B @ Famic Technologies Inc. Jan 2018 – Jan 2022 | Pune Division ### Product Support Engineer, Product Design and Development, Automation Software @ Famic Technologies Inc. Jan 2017 – Jan 2018 | Pune, Maharashtra, India ### Engineering Intern, AI and Industrial Engineering @ Eaton Jan 2016 – Jan 2017 | Pune, Maharashtra, India ## Education ### Master of Engineering Management in Engineering/Industrial Management Northwestern University ### Certification in Internet of Things Stanford University ### Master of Technology - MTech in Mechatronics Engineering COEP Technological University ### Bachelor of Engineering - BE in Mechanical Engineering Pimpri Chinchwad Education Trust'S. Pimpri Chinchwad College Of Engineering ## Contact & Social - LinkedIn: https://linkedin.com/in/rupabhagwat --- Source: https://flows.cv/rupa JSON Resume: https://flows.cv/rupa/resume.json Last updated: 2026-04-08