Zhou Jing 周晶
MSc in CS (GenAI & Humanities) @ PolyU | AI Product Manager
An AI Product Manager with a CS Master's degree (Generative AI) from PolyU (QS 54). Combines product thinking with engineering execution — experienced in iOS full-stack development, prompt engineering, programmatic SEO, and data-driven growth. Passionate about building AI products from 0 to 1.
Education
The Hong Kong Polytechnic University
MSc in Computer Science (GenAI & Humanities)
QS Ranking 54 | USNEWS Top 100Courses: Computer Vision, Machine Learning, Computer Programming, HCI, NLP.
National University of Singapore
Fintech & Digital Business (Exchange Program)
USNEWS Top 50 | QS Top 50Honors: NUS Exchange Achievement Scholarship, Course Completion Certificate.
Tianjin University of Finance and Economics
Broadcasting & Television (Financial Journalism)
GPA: 3.8/4 (Top 1%). Honors: National Scholarship, Outstanding Student of Tianjin, First-Class Scholarship (3 consecutive years), Outstanding Student.
Work Experience
AI Product Intern, AI Product Group 2
Guangzhou Pipi E-Commerce Technology Co., Ltd
- Competitive research & demand mining: Led in-depth research on 10 AI competitors, used Python scripts to crawl and analyze 80K keyword data, distilling 30+ core requirements for product iteration.
- Feature planning & documentation: Designed and launched 11+ innovative AI features (AI music, coloring pages, etc.). Authored PRDs with UI layout, interaction logic, and copy details, paired with Figma prototypes.
- Optimized product-level prompt engineering, fixing multiple product bugs and improving AI output stability and user satisfaction.
- SEO topic page planning: Executed programmatic SEO strategy, planned structure and content for 88 topic pages. Built 35 backlinks (14 effective), significantly improving search rankings and organic traffic. Managed multi-language content localization.
- Planned and executed EDM marketing campaigns, optimized email content via A/B testing, and delivered targeted ads based on user payment status.
- Introduced AI tools to optimize daily workflows, saving 1+ hours of repetitive work and improving overall team efficiency.
Project Experience
Momenta — Multimodal AI Emotion-based Music Generation App
Product Manager & AI Engineer Coming to App Store
- Product planning & prototyping: Based on user interviews and competitive analysis, defined product roadmap and MVP scope. Completed full iOS UI/UX design in Figma/Pencil.
- Tech architecture & engineering: Independently handled full-stack iOS development with Xcode + SwiftUI. Overcame the challenge of replicating iOS 26's Liquid Glass effect by deep-diving into Apple's official developer documentation, locating the correct APIs, and achieving a native-feel fluid UI.
- Self-taught and integrated Supabase cloud backend from scratch for user config management, cloud data sync, and auth system. Implemented Google Sign-In and Apple ID Sign-In OAuth protocols, demonstrating strong problem-solving ability and execution.
- AI model integration: Designed multimodal prompt logic, called OpenAI API for semantic & visual analysis, integrated Suno AI with HealthKit & WeatherKit for end-to-end automated music generation from physiological/environmental data.
- Expected to launch on App Store in March 2026. Currently in final development and testing phase.
Nano Banana AI — AI Image Generation & Editing Platform
Co-founder & Product Operations Operating
- Product & feature iteration: Led design and delivery of 6+ core AI features. Independently completed full workflow from requirements analysis to page logic design and frontend copywriting.
- Prompt engineering optimization: Deeply optimized prompt logic, significantly improving image controllability and aesthetic quality, resolving multiple generation failures and boosting user satisfaction.
- Growth & SEO: Formulated programmatic SEO strategy — core pages rank #1 on Bing and Top 3 on Google, driving sustained free organic traffic. Total page views approaching 800K.
- Full-stack collaboration: As a "PM who can code", used Python automation scripts for competitive research and keyword mining, translating data insights into actionable feature requirements.
- Business results: The platform has achieved profitability with ~10K RMB monthly revenue, validating the product-market fit of the AI image generation vertical.
L'Oréal Brandstorm — NFT-driven Beauty Metaverse Strategy
Product Planning & UI Designer
- Led the conceptualization of a Web3 strategy using NFT technology to build a L'Oréal metaverse community. The proposal gained significant social media traction and advanced the team to the official Mock-up Session.
- Designed the complete user journey: "Purchase limited gift box → Bind exclusive NFT → Spend points to upgrade NFT avatar → Cross-platform game collaboration", plus innovative offline-online NFT redemption mechanics.
- As team designer, independently produced the full English business plan (PPT) and designed UI prototypes for the NFT membership system and avatar upgrade flows.
"Yi Qi Yi Li" Campus Mooncake Project
Project Lead
- Led a 30-person team from 0 to 1, overseeing product design, supply chain, marketing, and sales. Sold 1,500 gift boxes + 500 gift bags, achieving 50K+ RMB net profit.
- Built an integrated marketing matrix of "Mini-program + 350-member community + offline pop-up", driving campus sales through cross-platform livestreams, group buying, and social referrals — resulting in complete sellout.
- Secured support from 2 official university departments and was featured by the Communist Youth League's official account "Jin Cai Qing Chun", significantly enhancing brand influence.
Professional Skills
Product Design & Planning
Proficient in Figma & Sketch for high-fidelity prototyping; expert in Xmind for business flow diagrams; strong PRD documentation skills.
AI Technology & Application
Expert in Prompt Engineering (Midjourney/SD/ChatGPT/Suno); Python (web scraping/data cleaning/NLP basics); iOS Development (SwiftUI/Xcode); Supabase; SQL basics.
Data Analysis & Growth
Skilled in Programmatic SEO strategy; Google Analytics (GA4) traffic analysis; A/B Testing; Excel (pivot tables), Tableau, SPSS for data analysis.
General Tools
Notion & Feishu for project management; Git/GitHub version control; PS, Pr, Ae for multimedia production.
Honors & Awards
National
Provincial
University
Campus Experience
Arts Department Officer
Student Union, College of Humanities
- Organized and managed 4 major campus events including Freshman Gala and Culture Festival, reaching 2000+ participants.
- Coordinated 10+ technical aspects (lighting, sound, props) with detailed scheduling to ensure zero-error show execution.