Reshma Kumar 💡 I help organizations operationalize AI governance—turning Responsible AI from policy into real-world decisions, workflows, and safeguards. I work with product, engineering, and leadership teams to identify risk early, establish accountability, and embed governance directly into AI workflows—before deployment, where failures are hardest to fix. I am the creator of the REFLECT AI Framework and tools, a practical approach to embedding accountability, transparency, and human alignment directly into the workflows of agentic and generative AI systems. My focus is on identifying and mitigating socio-technical risk before deployment—where governance failures most often occur—so teams can innovate responsibly without creating downstream harm. My work is grounded in standards-based implementation, not abstract ethics. I contribute to IEEE responsible AI and governance initiatives, align operational approaches with the NIST AI Risk Management Framework, and am pursuing the AIGP certification. I bring technical fluency and policy awareness together to support organizations navigating complex regulatory and trust challenges. My background across engineering quality, user experience, and tech
+2Technology Program Manager / Engineering Manager
Program Manager, AI & Wearable Technology
Senior Manager, Visual Design
Bachelor's studies in business
Master's studies in software
