Ran Duan Email & Phone Number
Director, Applied Machine Learning @ Epsilon
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Ran Duan Location
- Hoffman Estates, IL, US
Ran Duan Work
- Director, Applied Machine Learning @ (July 2017 - Present)
- Director of Marketing and Strategy Analytics @ (August 2015 - May 2017)
- Senior Manager, Advanced Analytics @ (March 2014 - July 2015)
- Senior Manager - Business and Finance Analytics, E-commerce @ (May 2013 - March 2014)
- Business Analytics Manager and Strategy and Promotion, Tools BU @ (February 2011 - May 2013)
- Senior Financial Analyst, Retail Operations @ (March 2009 - February 2011)
- Manager, Change Management – Marketing Operations @ (August 2008 - March 2009)
- Global Strategy Intern @ (May 2007 - August 2007)
- Integrated Marketing Manager @ Synutra International, INC (August 2003 - July 2006)
- Business Manager @ Wunderman (September 1999 - July 2003)
Ran Duan Education
- UMN Carlson School of Management
MBA (Finance, Strategy)
2006-2008
Ran Duan Skills
- Large Language Models (LLM)
- Generative AI
- MLOps
- Linux Command
- TensorFlow
- Pandas
- NumPy
- Machine Learning
- Predictive Modeling
- Team Management
- Data Mining
- Business Intelligence
- Business Analytics
- Forecasting
- Marketing Strategy
- Pricing
- Software Development
- Statistical Modeling
- Object-Oriented Programming (OOP)
- SQL
- Python (Programming Language)
- Pandas (Software)
- Leadership
- Management
- Scikit-Learn
- Deep Learning
- Feature Engineering
- Gradient Boosting
- Applied Machine Learning
- Airflow
- Anomaly Detection
- Time Series Analysis
- Amazon Redshift
- Marketing
- Automated Machine Learning (AutoML)
- Data Analytics
- Data Pipelines
- Data Science
- ML requirements gathering
- Capital Budgeting
- Sales Management
- Cross-functional Team Leadership
- Market Research
- Strategy
- Analytics
- Analysis
- Business Strategy
- Competitive Analysis
- Data Analysis
- Sales
- R Programming
- Finance
- Cross Functional Team Leadership
- Project Management
- Cross Functional Team
- Social Media Marketing
- Business Development
- Scikit Learn
- Pandas Software
- Python Programming Language
Ran Duan Summary
- Ran Duan, based in Hoffman Estates, IL, US, is currently a Director, Applied Machine Learning at Epsilon. Ran Duan brings experience from previous roles at Zoro US and Sears Holdings Corporation. Ran Duan holds a 2006 - 2008 MBA in Finance, Strategy @ UMN Carlson School of Management. With a robust skill set that includes Large Language Models (LLM), Generative AI, MLOps, Linux Command, TensorFlow and more. Ran Duan has 2 emails and 1 mobile phone numbers on RocketReach.
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