AI Product Manager · B2B Workflow & Human-AI Systems

IrisJiang

What matters isn't how good the demo looks — it's whether the trust threshold is explicitly defined.

Open to AI / B2B / Platform Product rolesShanghai / Hangzhou, ChinaCS Background + Product Internship
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AI Product ✦AI Workflow Design ✦Human-AI Review Loops ✦Evaluation Frameworks ✦B2B Governance ✦Productized AI ✦Info Architecture ✦MVP Scope ✦Operational Systems ✦Cross-functional Alignment ✦C-end Product Thinking ✦Technical Background ✦AI Product ✦AI Workflow Design ✦Human-AI Review Loops ✦Evaluation Frameworks ✦B2B Governance ✦Productized AI ✦Info Architecture ✦MVP Scope ✦Operational Systems ✦Cross-functional Alignment ✦C-end Product Thinking ✦Technical Background ✦

Selected Projects

Work

01

IKEA Digital Team / 2026.05

Asset Health Management

Turning metadata gaps into an assignable, batch-fixable remediation loop

B2B ProductWorkflow
5 fieldscritical metadata gaps surfaced
2 rolesManager / publisher workflow
02Research

IKEA Digital Team / 2026.02–present

Content Genie

Turning unstable AI generation into shippable content workflows

AI ProductAIGC Testing
93product replacement cases tested
5review dimensions for shipping decisions
03

Kuka Home / 2025.11-2026.02

AIGC Visual Production

Defining the quality gate for AI-generated furniture listing images

AIGCCross-border E-commerce
120+AI furniture scene cases reviewed
10+templates and SOPs delivered

Personal Systems & Product Experiments

Systems & Experiments

01” · Personal AI System / 2026

Hermes · Personal AI Knowledge System

Built a personal AI assistant and Obsidian-based knowledge system to manage projects, long-term context, automation tasks, and reusable work memory.

AI SystemKnowledge BaseAgent Workflow
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02” · Graduation Project / 2025.09-2026.05

University Competition Management System

Designed and built a full-stack academic competition management system as a graduation project, covering multi-role workflows, permission design, registration review, result archiving, and performance verification.

Full-stack SystemRole WorkflowSpring Boot + Vue
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03” · macOS Utility Reliability Case / 2026

Clippy

A local-first macOS clipboard manager case study about making context recovery feel trustworthy: opening near the caret, borrowing keyboard focus briefly, and pasting back into the original task.

macOSKeyboard-firstLocal-first
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About

Profile

I am a product manager candidate with a CS background, with hands-on experience in B2B workflows, AI content generation, asset governance, and full-stack system projects.

My strength isn't just writing PRDs or making pretty prototypes. I can break messy business processes into roles, tasks, states, permissions, and validation metrics — and decide where AI should intervene vs. where human confirmation must stay.

In AI products, I care about three things. When AI outputs can be trusted; how humans should participate in confirmation rather than passively catching errors; and how a product turns one-off generation into a stable, traceable, operable system capability.

I also have C-end tool and growth experience thinking — understanding product experience from user motivation, task paths, and feedback mechanisms — but my main focus is AI products, B2B workflows, and human-AI collaboration loops.

Contact

Experience

  • IKEA Digital TeamAI Product Intern
    2026.02 - Present
  • Kuka HomeProduct Intern
    2025.12 - 2026.02
  • Graduation ProjectFull-stack Product Project
    2025 - 2026

Capabilities

  • AI Product JudgmentQuality boundary · Human review · Productized AI
    IKEA
  • B2B Workflow & GovernanceWorkflow · Tag governance · Asset management
    IKEA
  • C-end Product PerspectiveUser motivation · Task path · Lightweight tools
    Graduation
  • Technical BackgroundJava · Spring Boot · Vue · MySQL
    CS

Skills

AI ProductAI Workflow DesignHuman-AI Review LoopsEvaluation FrameworksB2B GovernanceProductized AIInfo ArchitectureMVP ScopeOperational SystemsCross-functional AlignmentC-end Product ThinkingTechnical Background

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© 2026 Iris Jiang · Product Portfolio