amber ★ lim

Experience

2026

Associate Data Quality Analyst

Cedars-Sinai · Los Angeles, CA

April 2026 – Present

incoming — focusing on data quality, healthcare analytics, and clinical data validation using epic systems

SQL Data Analysis EPIC

2025

Product Associate

MatterHackers · Lake Forest, CA

september 2025 – april 2026

★ analyzed 10k+ product catalog using sql + excel, improving listing quality and increasing conversion rate.
★ delivered weekly sales reports to track revenue trends, informing pricing and merchandising decisions.
★ tracked vendor progress toward quarterly revenue goals and aligned product performance with targets.
★ performed ad hoc sql analyses to answer business questions on vendor performance and revenue drivers.

Product Analytics Data Analysis Data Visualization Google Analytics SEMRush Search Engine Optimization

Education

2025

Bachelors of Science, Mathematics of Computation

University of California, Los Angeles · Los Angeles, CA

Sept 2023 – June 2025

Coursework: Database Systems, Data Science, Probability & Statistics, Optimization, Linear Algebra, Algorithms, Networks, Ordinary Differential Equations, Human Computer Interactions, Software Construction

2023

Associate of Science, Computer Science & Mathematics

Orange Coast College · Costa Mesa, CA

Jun 2022 – Aug 2023

Coursework: C++ Programming I & II , Java Programming, Data Structures, Discrete Structures, Calculus II & III, Linear Algebra & Differential Equations

Projects

air travel network analysis

★ analyzed u.s. flight network data using graph theory to identify key transportation hubs and optimize connectivity insights.
★ identified top 10 hub cities using pagerank and centrality metrics, revealing patterns in national air traffic flow.
★ collaborated on data cleaning, validation, and feature construction to support statistical and network analysis.
★ contributed to data visualizations and analytical summaries to communicate findings.

Python Pandas NetworkX Matplotlib

digiclo — digital closet app

★ built a full stack react native app styled with tailwind css and backed by mongodb, enabling users to upload, browse, and filter their digital wardrobe.
★ analyzed user behavior and survey data from 50+ participants to improve feature design and usability.
★ presented the application and research outcomes at a human-computer interaction conference attended by 100+ students, faculty, and industry professionals.

React Native MongoDB Tailwind CSS

amber lim