Lei Wang, PhD

Lei Wang, PhD

Chief Product Expert, Supply Chain Planning @ SAP

About

Welcome to my LinkedIn profile! Throughout my career, I have focused on leading research and product development teams, applying advanced operations research and data science techniques—such as optimization, machine learning, and AI—to enhance enterprise products and drive value in customers' digital transformation journeys. With a strong passion for co-innovation and a commitment to delivering impact through technology and collaboration, I strive to make a meaningful difference. My expertise spans Supply Chain Management, Enterprise Solutions, Multi-Echelon Inventory Optimization, Service Level Optimization, Demand Sensing, Operations Research, Probability Models, and Stochastic Processes. I also bring experience across the full lifecycle of AI/ML projects, including problem scoping, model selection, fine-tuning, and deployment in real-world applications. Proficient in C/C++, Python, and MATLAB, I develop and implement algorithms and conduct data analysis while continuously expanding my skills in emerging technologies such as GenAI and explainable AI. Let’s connect and explore opportunities to collaborate and innovate!

Country

United States

City

Washington DC-Baltimore Area

Industry

Research

Skill

Operations Research, Supply Chain Optimization, Optimization, Supply Chain Management, Statistics, Simulation, Algorithms, Optimizations, Simulations, Stochastic, Supply Chain, Industrial Engineering, Software Project Management, Agile Project Management, Product Management, Stochastic Methods, Mathematical Modeling, Data Mining, Machine Learning, Software Engineering

Experience

SAP

Chief Product Expert, Supply Chain Planning

SAP

LinkedIn
2025-10 - Present · 1 yr

Provide thought leadership, strategy, and expertise for SAP’s Digital Supply Chain Planning solutions, with a focus on advanced algorithms, AI/ML, product direction, and customer engagement. Mentor and develop data scientists to drive innovation and excellence. Lead AI and GenAI research initiatives, exploring new approaches to algorithm design, explainability, and automation in supply chain planning.

SAP

Senior Director, Product Management, Digital Supply Chain Planning

SAP

LinkedIn
2021-3 - Present · 5 yrs 7 mos

Greater Washington DC Region

Responsible for product roadmap and direction for supply chain algorithm library which supports inventory optimization, demand sensing, and demand-driven MRP processes within SAP integrated business planning

SAP

Director Product Management, Supply Chain

SAP

LinkedIn
2016-4 - 2021-3 · 5 yrs

Greater Pittsburgh Area

Responsible for supply chain algorithm library on SAP HANA which supports inventory optimization and demand sensing processes within the integrated business planning

SAP

Senior Product Manager, Supply Chain Algorithms and Applications

SAP

LinkedIn
2013-10 - 2016-3 · 2 yrs 6 mos

Greater Pittsburgh Area

Constructing supply chain algorithms (application function library) and applications on SAP HANA.

SmartOps, an SAP Company

Product Owner, Inventory and Service Level Optimization

SmartOps, an SAP Company

LinkedIn
2012-4 - 2013-9 · 1 yr 6 mos

Greater Pittsburgh Area

Lead co-innovation engagements with customers, define and prioritize the product backlog, work with the scrum team to build inventory optimization algorithms supporting advanced features.

SmartOps, an SAP Company

Senior Algorithm Design Engineer

SmartOps, an SAP Company

LinkedIn
2010-1 - 2012-3 · 2 yrs 3 mos

Greater Pittsburgh Area

- Design algorithm architecture to support solution procedures for inventory optimization, service level optimization, and other supply chain management applications. - Participate in the deployment of SmartOps’ solutions to customers across a wide range of industries and in sales activities.

SmartOps, an SAP Company

Algorithm Design Engineer

SmartOps, an SAP Company

LinkedIn
2006-6 - 2009-12 · 3 yrs 7 mos

Greater Pittsburgh Area

Roles and Responsibilities: • Define algorithm architecture to support required solution calculations to complex real-world supply-chain problems • Ensure consistency, completeness, accuracy, and efficiency of all algorithms • Design, document, and prototype supporting algorithms • Collaborate with software engineers to aid with implementation and testing of the algorithms • Lead the process of developing acceptance criteria and test plans to perform algorithm validation and ensure the satisfaction of business and software requirements Qualifications: • Knowledge of supply chain management and inventory planning • Knowledge of stochastic modeling, statistics, and simulation • Demonstrated ability to design algorithmic solutions to complex planning problems • Excellent writing and communication skills • Ability to interact effectively with software engineers and product management

Supply Chain and Operations Research laboratory, University of Minnesota

Research Assistant

Supply Chain and Operations Research laboratory, University of Minnesota

2003-5 - 2006-6 · 3 yrs 2 mos

Education

University of Minnesota

University of Minnesota

LinkedIn

Industrial Engineering

2001-9 - 2006-6 · 4 yrs 10 mos

Graduate School Fellowship, University of Minnesota, 2001-2002 Dissertation titled "Stochastic Models for Capacity Management in Presence of Time-Differentiated Customer Classes", 2006 Publications: • Gupta, D. and Wang, L. A Stochastic Inventory Model with Trade Credit. Manufacturing & Service Operations Management, Vol. 11, No. 1, Winter 2009, pp. 4-18. DOI: 10.1287/msom.1070.0191. • Gupta, D. and Wang, L. Revenue Management for a Primary-Care Clinic in the Presence of Patient Choice. Operations Research, Vol.56, No.3, May-June 2008, 576-592. • Gupta, D. and Wang, L. Capacity Management for Contract Manufacturing. Operations Research, Vol.55, No.2, March-April 2007, 367-377. • Gupta, D., Natarajan, M, Gafni, A., Wang, L., Shilton, D., Holder, D., and Yusuf, S. Capacity Planning for Cardiac Catheterization: A Case Study. Health Policy, Vol.82, No.1, June 2007, 1-11.

Tsinghua University

Tsinghua University

LinkedIn

Management Science and Engineering

1999 - 2001 · 2 yrs
Tsinghua University

Tsinghua University

LinkedIn

Engineering Mechanics

1994 - 1999 · 5 yrs

Lei Wang, PhD's Contact Information

Email

******@***.com

Phone

(**) *** ****

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