I’m Sumit Verma, Co-founder and CTO of Responsible AI Labs (RAIL), where I’m driving the future of ethical AI. With 5+ years as a Machine Learning Engineer at Rakuten, Mercari, and OpenSense Labs, I’ve scaled billion-parameter models, optimized distributed training (ZeRO, FSDP), and boosted efficiency by 30% using MLOps. My passion lies in Responsible AI—leading RAIL to develop the RAIL Score, Guru, and pioneer multi-agent systems and personalization with accountability at the core.