Han Li

I design

systems

that behave.

Designing AI platforms and complex systems —
where behavior matters as much as interface.
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 Layer for AI Systems

Defined orchestration patterns, runtime controls, and operational workflows for scalable AI-driven experiences across 15+ partner teams.

AI orchestration at scale
Runtime validation
41% faster integrations
AI orchestration at scale | Runtime validation | 41% faster integrations
Design Lead • 2024-2026

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.Making complex systems understandable, controllable, and scalable.

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.

Systems Need
Operational Clarity.

I’m most useful when products become:
too interconnected to reason about simply,
too operational to solve visually,
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.
Let's build something together.
Get in touch

© Crafted with ♥ by Han Li