• Reforecasted luxury residential development budgets (land, hard, soft costs) to align with a budget management system and transitioned the development budget model into an asset management-focused budget model• Identified and rectified errors in financial models, incorporating potential acquisition data into underwriting• Generated and delivered quarterly Seattle apartment market reports and a business plan to senior management

• Created housing supply and affordability metrics for 93 cities with a population of 10,000 or more in Washington State by using the recent census data• Calculated two housing affordability indexes of rental apartments for 15 selected counties in Washington• Obtained data and statistics about property sales in the six states in the U.S. for a study that compares the impact of walkability on houses and condominium prices across cities

• Collected and cleaned raw data of age-specific floating population and consumption, and sales figures by days of the week, time, and gender with Excel • Analyzed the present distribution of more than 200 companies in corporate office buildings within a 1km radius of the project location and classified them into three sections; financial, global, and public institutions • Designed PowerPoint templates for a market Due Diligence report in an urban maintenance project • Summarized six new consumer trends in 2022 and updated more than 50 retail brand indexes for optimal merchandising mix in commercial building development project