Shradha Agrawal is an ML Lead for Generative AI at Adobe, where she drives applied research and production AI systems powering Adobe Firefly and Adobe GenStudio—Adobe’s flagship generative AI products for enterprise marketers. With ten-plus years building at the frontier of AI, her work spans vision-language models, diffusion architectures, agentic systems and human-calibrated evaluation frameworks. Her research contributions include multiple publications at CVPR and ten-plus USPTO patents in image generation, content personalization and brand-aware AI. Shradha is an Institute Gold Medalist from the Indian Institute of Technology (BHU) Varanasi and holds an MS in Computer Science from UC San Diego. Outside Adobe, she is a regular at AI hackathons. Shradha is deeply bullish on AI systems that don’t just generate, but understand and reason about content quality—and is actively building toward that frontier.