Work Experience

Math Tutor, LA Math Tutoring

Jan 2026 - Present

  • Simplified complex mathematical concepts through structured, individualized instruction.
  • Assessed knowledge gaps and tailored lessons to strengthen problem-solving skills.

Financial Analyst, Marcus & Millichap

Dec 2025 - Jun 2026

  • Automate and optimize financial data analysis workflows, reducing processing time by over 65%.
  • Build and maintain Excel-based Discounted Cash Flow (DCF) models to underwrite multifamily and retail investment opportunities, forecast cash flows, and guide pricing and investment decisions.
  • Collect, clean, and standardize financial data from rent rolls, P&Ls, and market comparables to support underwriting and valuation of commercial real estate assets.
  • Prepare professional-grade offering memorandums (OMs) into investor-ready materials.

Data Analyst Intern, Kurma AI

Feb 2025 - May 2025

  • Build automated pipelines to extract raw text data and embedded images (e.g. tables, plots, figures) from research paper PDFs to train RAG and LLM models.
  • Clean extract text by removing special characters, citation patterns, and formatting inconsistencies, and implement code to exclude irrelevant images (e.g., logos, blank images).
  • Research and evaluate data extraction and cleaning methods to identify the most effective techniques for producing model-ready data.

Cashier, Wing Cheung Co.

Jun 2015 - Aug 2018

  • Provided friendly, accurate service to hundreds of customers during daily transactions.
  • Maintained organized, customer-friendly produce displays throughout each shift.
  • Memorized and recalled prices for 35+ items to ensure fast, accurate checkout.