my work
MongoDB - AI Product Management Intern
Palo Alto, CA
Shipped an AI agent for performance & growth support to 6,000+ employees by identifying a tool gap through analysis of MongoGPT's deprecation and securing HR leadership buy-in to reframe usage data as an employee development need. Designed and prototyped an internal guide cataloging 15+ AI tools tailored to business units by translating findings from 10+ cross-functional user interviews into a standardized enablement resource and partnering with 3 engineers on build.
USC Builder Hub - Product Engineer
Los Angeles, CA
Led a 5-person team building PlanUSC, a platform for 21,000+ students to reduce degree and course registration planning friction, by translating student pain points into product features and conducting iterative design reviews. Engineered a validation engine by unifying 74+ departments' fragmented clearance policies into a single dataset, and by running checks against prerequisites, course conflicts, and degree requirements to power the platform's scheduling logic.
Automus Consulting - AI Engineer Intern
Co-built and led development of an AWS-hosted NLP pipeline using RAG for automated summarization, Q&A, and generation of technical design documents. Designed a scalable knowledge base using Bedrock for vector-based semantic search and Aurora to store document metadata and user interaction logs. Accelerated delivery and team coordination by executing Agile sprints, leading daily standups, and managing Jira tasks.
Bank of America - Financial Center Intern
Increased adoption of AI-powered banking tools by analyzing client pain points and guiding ~50 customers weekly. Boosted client satisfaction scores by identifying service gaps and collaborating with staff to improve branch operations.
Cartogram - Product Strategy Intern
Advocated for product adoption by creating technical explainers and blogs that translated complex features into clear value. Informed product improvement by conducting market research, identifying user needs, and guiding design and engineering.