Financial Analyst, Marcus & Millichap
Dec 2025 - Present
- 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) by synthesizing underwriting, financial data, and market research on sales and rent comparables into investor-ready materials.
Math Tutor, LA Math Tutoring
Jan 2026 - Present
- Translate complex mathematical concepts into structured, step-by-step frameworks to enhance student comprehension and retention.
- Identify knowledge gaps and customize lesson strategies, improving students’ problem-solving accuracy and efficiency.
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.