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Yuwen LuoYL
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Yuwen Luo

@yuwenluo1

Financial Analyst II at DaVita Kidney Care who automated P&L reviews and reduced inventory waste by 40%.

United States
Message

At DaVita Kidney Care, I support a ~$450M revenue budgeting process and own a $33M annual OpEx budget across 15 departments. My driver-based forecasts and monthly P&L analysis help identify revenue changes, spending variances, and data errors.

I developed a SQL-based inventory risk forecasting model that helped Purchasing reduce monthly inventory waste by 40%, from $20K to $12K. I also built logistics cost models with Python and Excel to evaluate carrier migration scenarios.

I developed a Glean AI agent for monthly P&L variance screening, reducing daily investigation time by 83% and shortening the month-end close cycle by 40%. I also automated ERP-to-Anaplan data extraction and reconciliation, replacing an 11-tab Excel workflow with a 14-second process.

At Cherry Bekaert, I automated validation and reconciliation across more than 1 million transactions and 500 tax files using Python. At Behaivior, I developed machine learning workflows for wearable-device data that improved classification accuracy from 32% to 65%.

Experience

Work history, roles, and key accomplishments

BE

Data Analyst

Behaivior

Sep 2021 - Jul 2022 (10 months)

Developed machine learning and data processing workflows for wearable-device data using Python, Random Forest, and XGBoost, improving classification accuracy from 32% to 65%.

Education

Degrees, certifications, and relevant coursework

George Washington University logoGU

George Washington University

Master of Science, Business Analytics

2020 - 2021

Pursued a Master of Science in Business Analytics, focusing on data-driven decision making and analytical methods.

University of Illinois at Urbana-Champaign logoUU

University of Illinois at Urbana-Champaign

Master of Science, Business Administration

2019 - 2020

Completed a Master of Science in Business Administration, gaining advanced knowledge in business management and strategy.

ZU

Zhengzhou University

Bachelor of Arts, Accounting

2015 - 2019

Earned a Bachelor of Arts in Accounting, building a strong foundation in financial accounting and reporting.

Tech stack

Software and tools used professionally

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