I turn ambiguous problems into products people use.
I'm Grace, an economics & data science student at UC Riverside building product experience across AI startups, growth, and user research. I care about the why behind every roadmap.
100+
User insights synthesized at BeReal
30
Student users in LiveOne product testing
60%
Manual reporting cut at Northrop Grumman
400+
Hackathon participants led as Director
Selected work
Recent case studies
Externship · BeReal
RealTogether: a 1:1 social engagement feature
Turned 100+ user insights into a prioritized roadmap, PRD, and interactive prototype for a new social feature.
Discovery · PRD · RICE
Founder · LiveOne
Building an AI lifestyle platform from zero
Designed multi-agent AI workflows for scheduling, meal planning, and goals, tested iteratively with 30 students.
0→1 · AI · User testing
Growth · Spotnxt
A Black Friday go-to-market plan to $10K MRR
Built Spotnxt's Black Friday plan: who to target, where to find them, and the 31 customers needed to hit $10K a month.
Growth · Experimentation
Let's build something together.
I'm always up for a conversation about product, AI, or early-career PM journeys. Let's chat.
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