AI Product Manager & Builder

Build useful AI products for real work.

Turning AI ideas into practical products and repeatable workflows.

I am Xixi Li, a product manager and hands-on AI builder. I work across enterprise AI, agent collaboration, knowledge systems, and focused tools for real-world problems.

YourHelper product experiments

9+

years in product

3+

years in AI practice

6

AI tools built

FEATURED PROJECTS

Small products, real questions.

I use product thinking to turn messy domain problems into focused AI experiences.

FormAI demo

AI + Computer Vision

Make tennis technique visible

A video-based tennis analysis tool that turns movement into understandable feedback for recreational players.

30-second movement report

Try the project
TargetLink demo

AI for Life Sciences

Connect research evidence

A visual platform for exploring relationships between diseases, targets, compounds, and herbs in natural-product research.

Research relationship graph

Try the project
Storyteller demo

AI + Family Learning

Turn bedtime into story time

A children's storytelling tool that turns vocabulary practice into illustrated, audio-rich stories for families.

AI-generated story experiences

Try the project
XixiType demo

Language Learning

Practice spelling that transfers

A lightweight typing and dictation tool designed to help learners move from recognizing words to recalling and using them.

Active recall + listening practice

Try the project

AGENT MEMORY

A memory system for long-term collaboration.

A four-layer approach using Markdown, Git, indexing, and selective forgetting to help AI agents carry context forward.

Read the article

ARTICLES & FIELD NOTES

What I am learning in public.

Notes on enterprise AI, agent systems, product judgment, and the work between a demo and a useful product.

WHAT I AM EXPLORING

AI agents, enterprise AI, product thinking, knowledge management, and software development.

More experiments, products, and field notes live on YourHelper.

Get in touch →