Persona AI
Assistant
Persona AI Assistant
Creating personas has always been time-consuming and exhausting. With AI advancements, designers can now code too. That's why I want to develop an AI-powered tool that automatically converts interview transcripts into personas, saving time and effort.
Creating personas has always been time-consuming. With AI advancements, designers can now code too. That's why I want to develop an AI tool that converts interview transcripts into personas, saving time and effort.
Time
Jun - Jul.2025
Practices
AI Prompt,
Design, Debug
Role
Product Designer
AI-Powered Engineer
Tools
Cursor, ChatGPT,
Gemini, Claude Code
Tools
Cursor, ChatGPT,
Gemini, Claude Code
Practices
AI Prompt,
Design, Debug
Practices
AI Prompt,
Design, Debug
Time
Jun - Jul.2025
Time
Jun - Jul.2025
Tools
Cursor, ChatGPT,
Gemini, Claude Code
Practices
AI Prompt,
Design, Debug
Time
Jun - Jul.2025
Tools
Cursor, ChatGPT,
Gemini, Claude Code
Demo of Two Approaches
I created the tool using two approaches: Cursor and Claude Code. Below are the demos of the tools
built with each approach.
I created the tool using two approaches:
Cursor and Claude Code. Below are the demos of the tools built with each approach.
I created the tool using two approaches: Cursor and Claude Code. Below are the demos of the tools built with each approach.
Method 01 - Tool Created by Cursor
Github Link: https://github.com/YourongXu/Cursor_Persona.git
Method 02 - Tool Created by Claude Code
Github Link: https://github.com/YourongXu/Claude_Code_Persona.git
Why I want to create this tool?
After realizing how time-consuming persona creation can be, I began exploring how AI could streamline the design workflow, freeing up time for work that truly requires human insight.
01
Creating personas is time-consuming.
02
I'm exploring ways to leverage AI to
optimize the design workflow.
Why I want to create this tool?
After realizing how time-consuming persona creation can be, I began exploring how AI could streamline the design workflow, freeing up time for work that truly requires human insight.
01
Creating personas is time-consuming.
02
I'm exploring ways to leverage AI to
optimize the design workflow.
Why I want to create this tool?
After realizing how time-consuming persona creation can be, I began exploring how AI could streamline the design workflow.
01
Creating personas is time-consuming.
02
I'm exploring ways to leverage AI to
optimize the design workflow.
System Flow
Following is the working system flow of the Persona AI Assistant.
My Feeling: Building Tool with
Cursor & Claude Code
01 Claude Code
• Cost time: 5 hours
• Feeling:
-Working with Claude Code as an agent is effortless, once I give it the instructions, it handles the rest.
-Sometimes hard to debug
02 Cursor
• Cost time: 25 hours
• Feeling:
-I had to continuously collaborate with Cursor to explore issues and find solutions.
-Good for debugging as I can talk more with it.
System Flow
Following is the working system flow of the Persona AI Assistant.
My Feeling: Building Tool with Cursor & Claude Code
My Feeling: Building Tool with Cursor & Claude Code
01 Claude Code
• Cost time: 5 hours
• Feeling:
-Working with Claude Code as an agent is effortless, once I give it the instructions, it handles the rest.
-Sometimes hard to debug
02 Cursor
• Cost time: 25 hours
• Feeling:
-I had to continuously collaborate with Cursor to explore issues and find solutions.
-Good for debugging as I can talk more with it.
Next Projects
Next Projects
