# Ayushi D. > Product Designer | Leading UX for AI, ML & Data Platforms | Designing Human-AI Workflows That Drive Adoption & Business Impact Location: San Francisco Bay Area, United States Profile: https://flows.cv/ayushid I design AI-powered products that help teams make faster, smarter decisions in complex data environments. As a Product Designer specializing in AI/ML and enterprise SaaS, I translate advanced technical capabilities into intuitive, trustworthy user experiences that drive adoption and measurable business outcomes. At Session AI, I design ML-driven marketing intelligence tools that enable brands to deliver real-time personalized shopper experiences, with a focus on simplifying configuration workflows and making predictive AI accessible to non-technical users. Previously, at Informatica, I redesigned enterprise data access workflows to improve discoverability across large-scale data ecosystems. I have also designed secure DeFi interfaces at GeroWallet. What differentiates my approach: • Designing human-AI interaction patterns that build user trust • Systems thinking across complex data and workflow ecosystems • Leading 0→1 product and platform experiences • Translating ML capabilities into usable product value • Driving alignment across product, engineering and data science I am passionate about shaping how humans collaborate with intelligent systems and building AI products that are powerful, transparent and human-centered. Always happy to connect with teams building the next generation of AI-driven tools. ## Work Experience ### Enterprise Product Designer @ Session AI Jan 2024 – Present | Milpitas, California, United States Led product design for an enterprise AI marketing automation platform used by Fortune 500 brands. • Led redesign of ML-driven campaign creation workflows, reducing launch time from two weeks to ~1 hour through AI-assisted segmentation and simplified configuration experiences. • Designed human-AI interaction patterns allowing users to review, refine and approve automated recommendations, increasing product adoption and user confidence in AI-driven decisions. • Created explainable AI design patterns including confidence scoring and recommendation transparency to improve trust and reduce manual validation. • Scaled reusable workflow and configuration patterns through shared component library contributions, improving development efficiency and interface consistency. • Drove cross-functional alignment across product, engineering and AI/ML teams to translate ML capabilities into production-ready features. • Led information architecture restructuring and design system governance initiatives, reducing design debt by 40%. ### Product Designer @ GeroWallet Jan 2023 – Jan 2024 | San Francisco Bay Area Led design of new interaction models for blockchain wallet experiences and consumer-facing digital asset features. • Led UX/UI design for a new NFT media playback experience, contributing to a 10% increase in revenue within two months. • Redesigned onboarding and website experiences using research and competitive analysis to improve user acquisition and engagement. • Identified usability pain points through user-centered design methods, reducing support complaints by 60%. • Partnered directly with founders to define product direction, make rapid tradeoffs and ship under tight timelines in a zero-to-one startup environment. ### User Experience Designer @ Informatica Jan 2022 – Jan 2022 | Redwood City, California, United States Supported enterprise SaaS transformation for a large-scale data management platform transitioning from on-premise infrastructure. • Modernized core user workflows for cloud-based experiences using usability testing and qualitative research. • Designed data lineage and system relationship visualizations to help users better understand complex data dependencies. • Expanded and refined component library patterns to improve interface consistency across high-volume enterprise workflows. • Collaborated with cross-functional teams to streamline design-to-development processes and improve release predictability. ### Instructional Student Assistant - Interaction Design @ San Jose State University Jan 2022 – Jan 2022 | San Jose, California, United States Assisted Prof. Daniel Rosenberg with Interaction Design coursework ### Designer @ Transform Group Jan 2016 – Jan 2018 | Chennai Area, India • Led end-to-end design for residential and commercial architectural projects balancing user needs, aesthetics and budget constraints. • Maintained strong client relationships through consistent delivery and communication, achieving 100% client retention. • Directed spatial planning and design strategy for a 250-home residential community, focusing on usability, efficiency and long-term livability. ### Design Intern @ KSM Architecture Jan 2014 – Jan 2015 | Chennai Area, India - Created 3-D manual models for school campus, facilitated design critique which led to design approval and acceptance by the client. - Represented KSM at Chennai Architecture Foundation (CAF), led a team of four to showcase design experimentation of live projects. ## Education ### Master of Science - MS in Human Computer Interaction San José State University ### Bachelor of Architecture - BArch Anna University Chennai ## Contact & Social - LinkedIn: https://linkedin.com/in/ayushidas93 - Portfolio: https://www.ayushidas.com/ --- Source: https://flows.cv/ayushid JSON Resume: https://flows.cv/ayushid/resume.json Last updated: 2026-04-13