Projects
Selected work in AI, automation, and applied data systems.
Advisor Chat (Prototype)
Created a prototype AI chatbot that utilizes the Gemini embedding model alongside retrieval
augmented generation to potentially provide accurate information to international students
applying to BYUI.
Accent Scoring (Semester Project)
Developed an accent detection scoring website through Microsoft Azure API to network with
the founder of onlinejobs.ph, an outsourcing website home to 2M+ Filipino workers.
Experience
Amazon Store Manager / Systems Streamlining & AI Integration
SplashNColor | Oct 2024-Aug 2025
- Consolidated two full-time roles into one part-time role through systems, tools, and process optimization, effectively cutting costs by 50% and increasing productivity by 165%.
- Created and deployed an AI internal tool that increased weekly product launch efficiency from 10 products to 100.
- Established three new product research streams, enhancing discovery methods and strengthening competitive positioning.
- Analyzed insights to refine marketing strategy for products, aligning efforts with profitability outcomes.
- Developed training materials and operational procedures to expedite onboarding process.
Systems Integration and Automation
BYUI University Relations | Jan 2026-Current
- Owned end-to-end design of scalable transactional email infrastructure; researched platforms, defined architecture, and deployed production-ready systems without requiring micromanagement.
- Replacing manual Excel workflows with an automated SFTP ingestion pipeline in Python (pandas) for CRM-bound prospective student data.
- Enforcing schema and engineering safe file handling, and data validation for reliable processing.
- Created standard operation procedures, documented edge cases, and created training for future scaling and maintenance.
Volunteer Experience
The Church of Jesus Christ of Latter-day Saints (07/01/22 - 08/01/24)
- Contributed to changing organizational culture through data-driven decisions.
- Trained and motivated over 200 volunteers to achieve the organizational purpose.
- Collaborated with a retired BCG (Boston Consulting Group) Partner.
- Created and presented training materials and slide decks for organization wide conferences and meetings.