
Escaping the Build Trap
Melissa Perri
It keeps me focused on outcomes ahead of output.
Human-centered AI product manager · Shanghai
Based in Shanghai, I’m a UCLA-educated Product Manager dedicated to creating digital experiences that are as functional as they are meaningful. Guided by deep curiosity and a customer-obsessed mindset, I thrive on turning insightful research into products that deliver measurable results.

Nov 2024–Present
The Walt Disney Company, Shanghai
Lead 0→1 AI-enabled workflow and operational products, translating user and business needs into prioritized requirements, model-evaluation criteria, and cross-functional delivery.
Apr–Nov 2024
The Walt Disney Company, Shanghai
Led research across core digital products and built an AI-powered research repository that turned behavioral evidence into more actionable product decisions.
Apr–Jul 2023
Extreme Value
Led end-to-end research for a nano-course platform, evaluating 15+ continuing-education providers to identify market gaps and inform product opportunities.
Sep 2020–May 2023
American Education Elites LLC
Designed inclusive, individualized learning programs, using listening and questioning to diagnose student needs and partnering with educators to monitor progress.
Aug 2022–Mar 2023
Kardder
Improved onboarding for a live social-connection product by combining usability testing and heatmap analysis to uncover friction, reducing drop-off by 40%.
2012–2020
Professional foundation
USA Table Tennis National Team
Represented Team USA at 50+ international tournaments, building the cross-cultural fluency, resilience, and calm execution I bring to high-pressure product work.
Four product stories spanning research operations, AI-assisted learning, social connection, and academic planning.

An internal research repository that turns fragmented studies into contextual evidence so teams can make better product decisions, champion user needs, and maximize the strategic impact of UX research.

An AI-assisted English-learning platform that lets students shape teacher-reviewed lessons, then uses bounded AI rehearsal to prepare them for real conversations.

A research-led redesign for a live, location-based social app that combines profile context, real-time intent, and proximity to make starting a conversation feel more natural.

An academic-planner redesign that brings degree requirements, course-evaluation signals, and backup schedules into one flow so UCLA students can make enrollment decisions with more confidence.
A working shelf for research, product judgment, systems thinking, and the competitive mindset.

Melissa Perri
It keeps me focused on outcomes ahead of output.

Donella H. Meadows
It prompts me to look for reinforcing loops and second-order effects.

Erika Hall
It helps me match evidence to the decision at hand.

Steve Krug

Tomer Sharon

Bella Martin & Bruce Hanington

Ian Brace

Noel Brick & Scott Douglas