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Transforming complexity into product experiences through

Research, Strategy, AI, and Design

ENTERPRISE B2B

COMMERCE

FINTECH

CLINICAL HEALTHCARE

AI NATIVE

currently
Senior Lead - UX, Digital & AI Initiatives, Greenworks Tools
exploring
Agentic UX patterns | Vibe coding interfaces | AI Trust Design

Key Collaborations

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CORE COMPETENCIES + TOOLS + EXPERTISE

What I bring to every engagement

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UX Strategy & Operating Models

Operating models &  governance, experience architecture at scale.

Figma​​

Miro

Jira

Notion

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Research-Led Discovery

User insights through interviews, heuristic evaluation, affinity mapping.

Maze

GA4

Amplitude

UserTesting

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AI Tools &

Emerging Tech

Trust architecture, explainable AI, confidence systems, error flows.

Claude

Cursor

ChatGPT

Figma AI

Lovable

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Design Systems & Craft

WCAG 2.1 component libraries, design tokens, motion, interaction craft.

Figma

Sketch

ProtoPie

Principle

Adobe CC

To learn more about four interconnected disciplines, each with a proof point, a philosophy, and the exact tools I use in practice.

CASE STUDIES

Selected work

COMMERCE · AI · DESIGN SYSTEMS

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01 · SENIOR LEAD UX · May 2025 – Present

Greenworks Tools 

$100M+ DTC Platform

Owned UX strategy and execution for a large-scale commerce overhaul, spanning across AI-Garage, PLP, PDP, cart, checkout, loyalty program and account ecosystems. Built the UX operating model, design system, and AI interaction model from the ground up.

+30% conversion efficiency

~12% cart abandonment ↓

~17% revenue lift

10+ UX programs

AI Interaction Models

CLAIMS MANAGEMENT · AI TRUST · ENTERPRISE SAAS

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02 · LEAD DESIGNER · 2025 - 2026 

Designing Trust at Portfolio Scale

An AI decision-support system that gives one adjuster, one supervisor, and one executive the same claims portfolio, three completely different answers.

247 Claims Monitored in real time

3 roles ~ 1 Trust Architecture

91% + AI confidence, litigation prediction

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HEALTHCARE · CLINICAL WORKFLOWS· HIPAA

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03 · SENIOR DESIGNER · Aug 2023 – May 2025

Alleo Virtual Oncology Care Platform

Redesigned a virtual oncology care platform for clinicians, oncologists, and care coordinators,  under HIPAA constraints. 20+ clinical stakeholder interviews. 3 fragmented product lines unified into 1 coherent system.

+30% engagement

+20% adoption

+15% satisfaction

70% Meeting Time Saved

~60% UI inconsistency ↓

What the team started saying..

DESIGN MATURITY SIGNALS

ENGINEERS TRUST

The specs are clear enough to build directly,

no back-and-forth needed.

- Engineering team

Greenworks

UX LANGUAGE

Which UX principle should guide this? Is there a recommended pattern to start from?

- Cross functional Team

Greenworks

CLINICAL ADOPTION

Finally intuitive, no separate interface training needed for new users.

- Oncology Care team

Alleo

SYSTEM COHERENCE

Three product lines now feel like one system,the consistency is something we couldn't achieve before.

- Product Team

Alleo

SPATIAL UX

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04 · EXPLORATORY UX 

IKEA 

AR Furniture Assembly

Solved the hardest UX problem in AR: interactions when the user's hands are full. Error states, fallback flows, and spatial cognition for a global, multi-literacy audience.

AR interaction model

Emerging Tech

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AAOS · HMI · AUTONOMOUS VEHICLES

05 · RESEARCHER & STRATEGIST

Smart Cabin UX 

Yanfeng × Tesla, Jeep, Toyota

Android Automotive OS, multi-display, safety-critical.

50+ behavioural studies. Designed for in-motion use where every interaction must be effortless and safe.

50+ studies

3 OEM Partners

5+ Industries

RANGE OF EXPERIENCE

Each domain compounds the last, commerce scale, clinical rigour, AI fluency, fintech precision, automotive safety.

Commerce

$200M+ · 10+ initiatives

Clinical

3 Workflow Refining

AI 

MyGarage 

Fintech

Lentra

Automotive

Futuristic HMI

ENTERPRISE SAAS · B2B · FINTECH

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06 · SOLO DESIGNER 

Fund Administration Platform

Zero to One Experience Design

Sole designer from zero - research, design system, 150+ screens, and compliance features for a fund management SaaS serving institutional investors. Zero-to-one end-to-end ownership.

30% cost reduction

95% compliance ↑

150+ screens designed

BEHAVIOURAL DESIGN · SOCIAL IMPACT

06 · MIT + HARVARD · POLICY DESIGN

MIT Media Lab 

Transit UX for 30M+ Multilingual Commuters

Fragmented public transit UX was creating accessibility barriers for 30M+ multilingual commuters. Led a cross-institution initiative with professionals from MIT and Harvard on nudge-based behavioural interventions to improve usability without rebuilding infrastructure. Real-world deployment across public transit networks.

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