open to APM/ PM roles · 2027

Transparent iPod

now · jun 2026 – present

Scrambo, Product & Strategy

San Francisco, CA

  • Analyzed 10+ AI video-editing competitors and 30+ creator/realtor workflows to define Scrambo's ICPs, user journeys, and product positioning around faster, prompt-based video editing.
  • Recruited 20 beta testers and interviewed target ICPs to build, test, and iterate MVP direction, uncover workflow pain points, and prioritize 5 AI editing features across captions, cuts, b-roll, and creator controls; translated beta feedback into MVP success criteria.
  • Owned the web app integration vertical for Scrambo's open-source API by converting 3 technical API workflows into creator-facing product flows for footage upload, prompt submission, and generated output review.

summer 2025 · jun – aug

Cotality

Product Management & Analyst Intern, R&D · Irvine, CA

+16%prediction accuracy

on high-value home cost models, via BigQuery/Tableau dashboards and LightGBM.

spring 2025 · apr – jun

CodeLab × Snap

Project Manager · Davis, CA

50K+interactions, week one

across AR lens experiences, guiding roadmap, usability and accessibility criteria.

summer 2024 · jun – aug

VNG Corporation

Product Management Intern, VNGGames' Product Core · Ho Chi Minh City, VN

-25%payment inquiries

after redesigning Webshop payment flows and their integration architecture.

school notes

UC Davis

B.S. Computer Science (Honors) · Dec 2026

Minor in Technology Management.
Certificate in Machine Learning Foundations, Cornell (online), Aug 2025.

Favorite classes: Research in HCI, Artificial Intelligence, Intro to Entrepreneurship, Marketing for Tech Enterprise, DSA.

1st place · Snap AR Lens Challenge
Top 5 finalist · UC Davis Product Convention

project · mar – jun 2025

UC Davis Libbot

AI Researcher & Developer

A RAG chatbot for the UC Davis Library: scraped 200+ LibGuide pages into a custom search system on Llama 3 via Ollama for real-time academic Q&A.

+30% search accuracy

RAGLlama 3OllamaEmbeddingsPrompt optimizationWeb scraping

project · jan – mar 2025

RogerThat!

UX Researcher & Designer

A work-scheduling platform. Persona research found where shift-trading stalls, so I redesigned the approval flow and added real-time notifications.

10+ users in usability testing

User researchPersonasFigmaPrototypingUsability testing

project · Uber Global Hackathon

AidShield

Product Manager · Global Hackathon

A medical wallet for universally accessible health support, aligned with the WHO Triple Billion Target.

Top 30 global finalist team

Product roadmapWHO Triple Billion TargetFigmaMedical wallet
view GitHub

project · game development

MomFury

Top-down game

A top-down game exploring playful worlds, enemy personalities, animation systems, and combat.

2 project documents

Animation logicHit detectionCharacter behaviorNarrative designEnemy design
MomFury initial plan · open ↗MomFury progress report · open ↗

project · gaming research

Mobalytics

Gaming Market Analysis

A 2-game player-psychology and market analysis comparing competitive PUBG Mobile with the social world of Play Together.

2 mobile games analyzed

Market analysisPlayer psychologyCompetitive researchCommunity strategyProduct opportunity mapping

project · AR development

Client Lens · The Healing Circle

AR Developer · Snap's Client Lens

An AR lens project created for Snap's Client Lens program.

1 month client project timeline

Lens StudioAR developmentClient asset integrationLens designClient handoff

Sep 2024 – Nov 2024 · Snap extern

Meow Hypnosis

AR Development & Digital Storytelling Extern

1st-place winner of Snap's Fall 2024 AR Lens Challenge, reaching 10,000+ users in its first week.

1st AR Lens Challenge place

Market researchUser interviewsLens StudioHand segmentationDigital storytelling

Mar 2024 – Jun 2024 · undergraduate research

Wildfire Detection Research

Undergraduate Researcher

Deep learning research for wildfire detection using satellite data, geospatial analysis, and 1,000+ collected data points.

1,000+ data points collected

PythongeemapSentinel-2MODISDeep learningGeospatial analysis

project · spatial interface

VRUI

Launcher for VR systems

A launcher interface concept for VR systems and spatial computing environments.

UX/UI designSpatial interfaces
VR SYSTEM / LAUNCHER

Dec 2023 – Jun 2024 · UC Davis

Teaching Assistant

PLS 21 · Application of Computers

Teaching Assistant for PLS 21, supporting about 150 students with computing, data management, and productivity tools.

150 students supported

Computer networksData managementRStudioExcelLibreOfficeCurriculum development

leadership · residential life

Residential Advisor

RA

Residential Advisor experience centered on community, care, and student support.

2 years residential leadership

Community buildingEvent planningResident supportDocumentationSafety procedures

button jar · skills

product

Product strategyUser researchPRDsRoadmappingPrototyping & testingAgile / ScrumTechnical tradeoffsUsage analysis

ai & data

RAGLLMs & embeddingsPrompt optimizationBigQueryLightGBMTableauWeb scraping

code

PythonTypeScriptReactTailwindSQLC / C++Lens StudioFigma

leadership · support services

Support Services Supervisor

Campus operations

Support Services leadership experience, including hands-on campus operations.

10 team members supervised

Team supervisionOperationsSafety proceduresBus drivingShift handoff coordination
ready when you are