Han Li

I design

systems

that behave.

Designing intelligent systems, operational platforms,
and AI-driven workflows at scale.

systems

Design is

made visible

Han Li

Designing AI systems, platform tools, and complex product behavior.

Currently

Design Lead at Apple

Leading platform and operational systems for AI-driven experiences.

AI orchestration

Operational tooling

Adaptive workflows

Designing the Operational Architecture for AI Systems

Defined foundational frameworks, orchestration patterns, and operational workflows for scalable AI-driven experiences across 15+ partner organizations.

Orchestration Systems

Runtime Controls

41% faster integrations

AI orchestration at scale | Runtime validation | 41% faster integrations

Design Lead • 2024-2026

FEATURED PROJECT

Designing the
Operating Model for
Intelligent Systems

Established a shared operating model that enabled 15+ Apple organizations to author, orchestrate, and govern intelligent workflows consistently at scale.

Enterprise Global
Search

Contributed an estimated $2 million in soft dollar savings to Lowe's.

Saas

Diversity Hiring Platform

‍Founding designer leading and envisioning a 0-1 inclusive hiring experience.

Sleep App Onboarding

Established design foundation contributed to Reframe's $ 10 million Series A funding.

Enterprise Global Search

Led the redesign of global search across Lowe’s enterprise platform — reducing turnaround time 21% and driving $2M in operational savings.

Enterprise workflows

Operational efficiency

Cross-functional systems

Diversity Hiring Platform

‍Founding designer leading and envisioning a 0-1 inclusive hiring experience.

0→1 product design

Team leadership

B2B platform

Behavioral Product Design

Established design foundation contributed to Reframe's $ 10 million Series A funding.

38% conversion

Behavioral UX

Growth systems

The Grand Budapest Hotel

Title Sequence Redesign

180 Blu Restaurant

Brand Identity Redesign

I'm Han Li, currently Design Lead at Apple, based in SF Bay Area. Designing systems people can reason about as complexity grows.

Principles

Decisive,
Not Defensive.

Designing platform systems means making decisions before every variable is known. I value clear direction,
but I also know complex systems evolve through collaboration, technical constraints, and new information over time.

Interface clarity begins with
perational clarity.

I’m most useful when products become:
too interconnected for simple interfaces,
too operational for isolated UX decisions,
or too important to behave unpredictably.

Interfaces Communicate.
Behavior Builds Trust.

I’m most useful when products become:
too interconnected to reason about simply,
too operational to solve visually,
or too important to behave unpredictably.

Han Li

I design

systems

that behave.

Design is

made visible

Han Li

Designing the Operational Architecture for AI Systems

Defined foundational frameworks, orchestration patterns, and operational workflows for scalable AI-driven experiences across 15+ partner organizations.

Designing the Operating Model for Intelligent Systems

Enterprise GlobalSearch

Diversity Hiring Platform

Sleep App Onboarding

Enterprise Global Search

Diversity Hiring Platform

Behavioral Product Design

The Grand Budapest Hotel

180 Blu Restaurant

I'm Han Li, currently Design Lead at Apple, based in SF Bay Area. Designing systems people can reason about as complexity grows.

Decisive, Not Defensive.

Interface clarity begins with perational clarity.

Interfaces Communicate. Behavior Builds Trust.

Designing the
Operating Model for
Intelligent Systems

Enterprise Global
Search

Decisive,
Not Defensive.

Interface clarity begins with
perational clarity.

Interfaces Communicate.
Behavior Builds Trust.