AI Product Manager driving measurable growth through data-driven strategy and user-centric design
User Growth
5x
at Mindverse AI
Daily Active Users
1,000+
sustained growth
Conversion Rate
1:6
first open to download
About Me
I'm a Product Manager at Northwestern University studying Computer Science and Manufacturing & Design Engineering with a focus on Human-Computer Interaction. I specialize in AI products, combining technical expertise with strategic product thinking to drive measurable business outcomes.
My approach centers on data-driven decision making, rapid experimentation, and deep user empathy. I've successfully scaled products from early-stage to sustained growth, optimizing every step of the user journey from acquisition to retention.
Featured Work
Scaling Mindverse AI: 5x User Growth
Led product operations and growth strategy for Mindverse AI, a social AI platform. Built repeatable growth loops across content, distribution, and conversion optimization.
Challenge
Stagnant user acquisition (200-300 daily users) with unclear growth drivers and suboptimal conversion funnel.
Solution
Implemented data-driven growth framework: analyzed Google Ads performance across segments, optimized conversion funnel, and designed CES event-to-product workflow.
Impact
- • Increased daily users from 200-300 to sustained 1,000+ (5x growth)
- • Achieved peak of 3,000 daily users
- • Improved funnel efficiency to 1:6 ratio (first open to download)
User Growth Trajectory
Conversion Funnel Optimization
High-Performance 3D Mapping Platform
Built scalable Mapbox GL JS rendering pipeline for smart city and real estate showcases, optimizing for performance on low-end hardware.
Technical Achievement
- • Maintained 65-80 FPS on low-performance computers
- • Reduced long-frame occurrences by 48%
- • Cut render-time spikes by 35%
Product Impact
- • Reused 70% of core modules across 3 projects
- • Reduced feature development time by 30%
- • Shortened integration from 2.5 days to 1.7 days per feature
SST Tester: Medical Device for Alzheimer's Detection
Designed and patented a portable aroma diffuser for early detection of memory decline, integrating SST (Smell Stick Test) methodology.
Product Journey
- • Conducted research published in academic journal
- • Designed product and secured patent
- • Soft launched on Kickstarter
- • Raised $10,000 in 90 days
Recognition
- • 3rd prize in CSEF (California Science & Engineering Fair)
- • Published in Transactions on Materials, Biotechnology and Life Sciences
Experience
Product Operation
Mindverse AI
Driving 5x user growth through data-driven product operations, growth loop optimization, and conversion funnel improvements.
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Frontend Developer
JingAn Technology
Built high-performance 3D mapping platform with 48% reduction in rendering issues and 30% faster feature development.
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Design + Tech Consultant
Bear Studios Consulting
Led client projects for startups, providing UI/UX design, web development, and product strategy consulting.
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Product Manager + Designer
SST Tester
Designed medical device for Alzheimer's detection, raised $10K on Kickstarter, and secured patent.
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Skills & Expertise
Skill Proficiency
Core Competencies
Product Management
Analytics & Data
Technical Skills
Design Tools
Publications & Research
Web Accessibility Design Using Color Psychology
The 3rd International Conference on Image, Algorithms, and Artificial Intelligence (ICIAAI 2025)
Causal Inference and Genome-Wide Perturb-Seq
Transactions on Materials, Biotechnology and Life Sciences, Vol. 3, pp. 1–10
DOI: 10.62051/q3wv5n75
Let's Connect
I'm always interested in discussing product opportunities, collaborations, or just chatting about product management and AI.
Education
Northwestern University
Double Major: Computer Science + Manufacturing & Design Engineering
Certificate: Human-Computer Interaction
Expected Graduation: June 2028
ACT: 36 (Perfect Score)