MS@minjae-shim

Aspiring AI Agent Developer

I'm a UCLA sophomore focused on building AI-driven solutions that streamline workflows and drive insights.

Work samples

Explore my projects, including my hands-on experience in AI agent development at Wayfair, where I learned to create impactful automation solutions.

Wayfair n8n AI Agent Engineering Externship
Wayfair · Oct 2026 · ✅ Verified by Extern
Wayfair n8n AI Agent Engineering Externship
Learn one of the most in-demand skills shaping the future of work: building AI agents. In this externship, you’ll step into the role of an AI Agent Developer and use n8n to design agents that think, plan, and act on real data — automating insights, decisions, and workflows. No coding experience required. By the end, you’ll create a live dashboard powered by your own AI agents, gaining hands-on experience that applies to any role or industry — from marketing and consulting to product management and data science.
AI Workflow DesignAI Agent DevelopmentPresentation SkillsWeb Scraping & Data Extraction

About me

I'm a UCLA sophomore focused on building AI-driven solutions that streamline workflows and drive insights.

I am a sophomore at UCLA pursuing my Bachelor's degree in Cognitive Science and Statistics & Data Science, embarking on my career journey with a focus on developing skills in AI and automation. I’m passionate about leveraging technology to enhance decision-making and workflows.

Externships

Wayfair n8n AI Agent Engineering Externship

Completed · Oct 2026

Skills

AI DevelopmentAutomationWorkflow OptimizationData AnalysisProblem Solving

Back to work

Wayfair · Oct 2026 ↗

✅ Verified by Extern

Wayfair n8n AI Agent Engineering Externship

Learn one of the most in-demand skills shaping the future of work: building AI agents. In this externship, you’ll step into the role of an AI Agent Developer and use n8n to design agents that think, plan, and act on real data — automating insights, decisions, and workflows. No coding experience required. By the end, you’ll create a live dashboard powered by your own AI agents, gaining hands-on experience that applies to any role or industry — from marketing and consulting to product management and data science.

AI Workflow DesignAI Agent DevelopmentPresentation SkillsWeb Scraping & Data Extraction

Overview

The externship developed an n8n-based AI agent that transformed terse text into visual moodboard prompts. Work included configuring a local n8n environment, implementing a prompt-node pipeline that expanded short inputs into richer descriptions, and producing two detailed moodboard prompts named Modern Blue Rug and Crimson Bohemian.

Wayfair n8n AI Agent Engineering Externship

Google Docs

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What I've accomplished

I converted short text inputs into two detailed moodboard prompts, Modern Blue Rug and Crimson Bohemian, and documented how the prompt node expanded terse phrases into richer visual descriptions.

Project breakdown

View all work

Work samples

Wayfair n8n AI Agent Engineering Externship

About me

Wayfair n8n AI Agent Engineering Externship

Overview

What I've accomplished

Project breakdown

Getting Started with AI Agents - Moodboard GeneratorI built a Prompt Node and wrote image prompts that expanded simple inputs into detailed moodboard descriptions for two rug-focused aesthetics.

Building the Consumer Trend Discovery AI AgentI built and packaged a complete Consumer Trend Discovery AI Agent for area rugs, combining n8n workflows, data scraping, social signals, AI classification, and a PDF trend report.

Building the Competitor Monitoring AI AgentI built and delivered a Competitor Monitoring AI Agent workflow and report for the rugs category.

Designing the AI Insights & Content AgentI updated the AI Insights & Content Agent to add Wayfair-style voice guidelines, audience and seasonal inputs, and a configurable upload form to tailor outputs.