Stephanie designs clarity for data-heavy agentic workflows
I’m currently building the future of AI-native marketing as the founding designer at Seam AI. Before this, I designed for Sigma Computing, Tulip Interfaces, and Samsung. I was born in Shanghai, lived in Boston, and now call the Bay Area home. When I'm not in Figma, you'll find me collecting rare plants, competing in powerlifting, and hunting for seasonal treasures at Trader Joe's.
Founding product designer, Seam AI
I own product design end-to-end, from defining core features to establishing the visual and interaction foundation. I excel in high-ambiguity environments and rapid iteration cycles. My work contributed to ~700% ARR growth in 8 months.
Seam AI is an AI-native Account Based Marketing platform that orchestrates and automates sales and marketing workflows. Seed round led by Bessemer Venture Partners.
Agent orchestration
Transformed complex and disconnected workflows into an opinionated orchestration system with ready-to-use, customizable flows. Made sophisticated automation accessible to non-technical GTM teams without sacrificing power-user capabilities.
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Predictive scoring
Designed the market's first customizable AI fit scoring, breaking legacy tools' rigid, black-box approach. Users backtest scoring logic before running full research, see why accounts match their ICP, and compare multiple scores. Achieving 100% adoption and becoming the primary reason customers buy.
Generative knowledge & onboarding
Designed the onboarding experience to convert raw company data into editable AI knowledge that powers generative features. Solved the cold-start problem through minimal input requirements while maintaining output accuracy, with user validation and intervention touchpoints.
Predictive scoring
Designed the intelligence layer atop our data model with transparent scoring and intent surfaces. Made AI decision-making visible and actionable by opening the black box, increasing user trust
Company & people detail
Designed the intelligence layer atop our data model with transparent scoring and intent surfaces. Made AI decision-making visible and actionable by opening the black box, increasing user trust
Product designer,
Sigma Computing
Designed for workbook exploration and admin experience teams. Built Sigma's first user-facing design system and shipped features including materialization schedule awareness, multi-tenancy management, workbook actions, and authentication flows.
Sigma Computing is a cloud-based BI and analytics platform that enables business users to explore data without code, also described as "Excel on steroids." Sigma reached $100M ARR in 2025.
Workbook exploration
Led end-to-end design for the entry point, configuration modal, and results view for removing duplicate rows in workbook tables. Reduced clicks by 92% and resolved pain points reported by 32 customer orgs.
→ Case study
Sigma’s first user-facing design system
Created Sigma's first end-user design system, enabling users to build accessible, user-friendly data apps directly in the product. Established patterns and components that scale across diverse use cases.
Workbook exploration
Design and shipped malti-tenancy design Enable tenants to work independently with their own data and permissions, while maintaining centralized governance and visibility.
→ Feature announcement
Product designer,
Tulip Interfaces
Collaborated with the head of design and product education team to ship the admin dashboard—one of the most requested features. This role sparked my passion for designing data-intensive products.
Tulip Interfaces is a low-code app platform for manufacturers that connects people, machines, devices, and systems in production processes.
Admin dashboard & iOS App
Led end-to-end design of the admin dashboard, improving efficiency through enhanced navigation, faster information access, and streamlined key actions. Also contributed to iOS app improvements for frontline worker mobile deployment.
Interaction designer,
Samsung Research
Designed for the Neon project within one of Samsung's most innovative research organizations. Explored human-AI interaction paradigms for digital avatars at the intersection of natural conversation, emotional intelligence, and practical utility.
Neon is an artificial intelligence project backed by Samsung's STAR Labs, focused on creating interactive, human-like digital avatars that feel present and responsive.
Neon Assist for healthcare
Designed a virtual human assistant that streamlined meal ordering for hospital patients, partnering with Aramark Healthcare to deliver a smooth, empathetic experience in clinical settings.
→ Case study
Stephanie designs clarity for data-heavy agentic workflows
I’m currently building the future of AI-native marketing as the founding designer at Seam AI. Before this, I designed for Sigma Computing, Tulip Interfaces, and Samsung. I was born in Shanghai, lived in Boston, and now call the Bay Area home. When I'm not in Figma, you'll find me collecting rare plants, competing in powerlifting, and hunting for seasonal treasures at Trader Joe's.
Founding product designer, Seam AI
I own product design end-to-end, from defining core features to establishing the visual and interaction foundation. I excel in high-ambiguity environments and rapid iteration cycles. My work contributed to ~700% ARR growth in 8 months.
Seam AI is an AI-native Account Based Marketing platform that orchestrates and automates sales and marketing workflows. Seed round led by Bessemer Venture Partners.
Agent orchestration
Transformed complex and disconnected workflows into an opinionated orchestration system with ready-to-use, customizable flows. Made sophisticated automation accessible to non-technical GTM teams without sacrificing power-user capabilities.
Fit score agent
Designed the market's first customizable AI fit scoring, breaking legacy tools' rigid, black-box approach. Users backtest scoring logic before running full research, see why accounts match their ICP, and compare multiple scores. Achieving 100% adoption and becoming the primary reason customers buy.
Generative knowledge & onboarding
Designed the onboarding experience to convert raw company data into editable AI knowledge that powers generative features. Solved the cold-start problem through minimal input requirements while maintaining output accuracy, with user validation and intervention touchpoints.
Intelligence layer
Designed the intelligence layer atop our data model with transparent scoring and intent surfaces. Made AI decision-making visible and actionable by opening the black box, increasing user trust.
Company & people detail
Designed dual-view system for account intelligence: timeline for engagement tracking, matrix for persona-level analysis. Solved the "too much data" problem by letting users switch contexts.
Product designer,
Sigma Computing
Designed for workbook exploration and admin experience teams. Built Sigma's first user-facing design system and shipped features including materialization schedule awareness, multi-tenancy management, workbook actions, and authentication flows.
Sigma Computing is a cloud-based BI and analytics platform that enables business users to explore data without code, also described as "Excel on steroids." Sigma reached $100M ARR in 2025.
Workbook exploration
Led end-to-end design for the entry point, configuration modal, and results view for removing duplicate rows in workbook tables. Reduced clicks by 92% and resolved pain points reported by 32 customer orgs.
→ Case study
Sigma’s first user-facing design system
Created Sigma's first end-user design system, enabling users to build accessible, user-friendly data apps directly in the product. Established patterns and components that scale across diverse use cases.
Workbook exploration
Design and shipped malti-tenancy design Enable tenants to work independently with their own data and permissions, while maintaining centralized governance and visibility.
→ Feature announcement
Product designer,
Tulip Interfaces
Collaborated with the head of design and product education team to ship the admin dashboard—one of the most requested features. This role sparked my passion for designing data-intensive products.
Tulip Interfaces is a low-code app platform for manufacturers that connects people, machines, devices, and systems in production processes.
Admin dashboard & iOS App
Led end-to-end design of the admin dashboard, improving efficiency through enhanced navigation, faster information access, and streamlined key actions. Also contributed to iOS app improvements for frontline worker mobile deployment.
Interaction designer,
Samsung Research
Designed for the Neon project within one of Samsung's most innovative research organizations. Explored human-AI interaction paradigms for digital avatars at the intersection of natural conversation, emotional intelligence, and practical utility.
Neon is an artificial intelligence project backed by Samsung's STAR Labs, focused on creating interactive, human-like digital avatars that feel present and responsive.
Neon Assist for healthcare
Designed a virtual human assistant that streamlined meal ordering for hospital patients, partnering with Aramark Healthcare to deliver a smooth, empathetic experience in clinical settings.
→ Case study
Stephanie designs clarity for data-heavy agentic workflows
I’m currently building the future of AI-native marketing as the founding designer at Seam AI. Before this, I designed for Sigma Computing, Tulip Interfaces, and Samsung. I was born in Shanghai, lived in Boston, and now call the Bay Area home. When I'm not in Figma, you'll find me collecting rare plants, competing in powerlifting, and hunting for seasonal treasures at Trader Joe's.
Founding product designer, Seam AI
I own product design end-to-end, from defining core features to establishing the visual and interaction foundation. I excel in high-ambiguity environments and rapid iteration cycles. My work contributed to ~700% ARR growth in 8 months.
Seam AI is an AI-native Account Based Marketing platform that orchestrates and automates sales and marketing workflows. Seed round led by Bessemer Venture Partners.
Agent orchestration
Transformed complex and disconnected workflows into an opinionated orchestration system with ready-to-use, customizable flows. Made sophisticated automation accessible to non-technical GTM teams without sacrificing power-user capabilities.
Fit score agent
Designed the market's first customizable AI fit scoring, breaking legacy tools' rigid, black-box approach. Users backtest scoring logic before running full research, see why accounts match their ICP, and compare multiple scores. Achieving 100% adoption and becoming the primary reason customers buy.
Intelligence layer
Visualized the intelligence layer atop our data model with transparent scoring and intent surfaces. Made AI decision-making visible and actionable by opening the black box, increasing user trust.
Generative knowledge & onboarding
Created AI onboarding that generates company knowledge from a single URL, which solves the cold-start problem. Users validate AI-extracted ICP criteria and messaging before it powers outreach. Reduced setup from days to < 10 minutes.
Company & people detail drill-downs
Designed dual-view system for account intelligence: timeline for engagement tracking, matrix for persona-level analysis. Solved the "too much data" problem by letting users switch contexts.
Product designer,
Sigma Computing
Designed for workbook exploration and admin experience teams. Built Sigma's first user-facing design system and shipped features including materialization schedule awareness, multi-tenancy management, workbook actions, and authentication flows.
Sigma Computing is a cloud-based BI and analytics platform that enables business users to explore data without code, also described as "Excel on steroids." Sigma reached $100M ARR in 2025.
Workbook exploration
Led end-to-end design for the entry point, configuration modal, and results view for removing duplicate rows in workbook tables. Reduced clicks by 92% and resolved pain points reported by 32 customer orgs.
→ Case study
Multi-tenancy management
Designed and shipped matti-tenancy design. Enable tenants to work independently with their own data and permissions, while maintaining centralized governance and visibility.
→ Feature announcement
Sigma’s first user-facing design system
Created Sigma's first end-user design system, enabling users to build accessible, user-friendly data apps directly in the product. Established patterns and components that scale across diverse use cases.
Product designer,
Tulip Interfaces
Collaborated with the head of design and product education team to ship the admin dashboard—one of the most requested features. This role sparked my passion for designing data-intensive products.
Tulip Interfaces is a low-code app platform for manufacturers that connects people, machines, devices, and systems in production processes.
Admin dashboard & iOS App
Led end-to-end design of the admin dashboard, improving efficiency through enhanced navigation, faster information access, and streamlined key actions. Also contributed to iOS app improvements for frontline worker mobile deployment.
Interaction designer,
Samsung Research
Designed for the Neon project within one of Samsung's most innovative research organizations. Explored human-AI interaction paradigms for digital avatars at the intersection of natural conversation, emotional intelligence, and practical utility.
Neon is an artificial intelligence project backed by Samsung's STAR Labs, focused on creating interactive, human-like digital avatars that feel present and responsive.
Neon Assist for healthcare
Designed a virtual human assistant that streamlined meal ordering for hospital patients, partnering with Aramark Healthcare to deliver a smooth, empathetic experience in clinical settings.
→ Case study