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Industry knowledge in following industries: Retail, CPG, Industrial, Transportation/Logistics, Automotive.Skills:1. Business analysis and consulting for operational management improvement and optimization in Logistics, Manufacturing, CPG, Retail industries. 2. Data science and Mathematic Modeling(Strong Modeling skills in Linear Programming / Mixed Integer Programming and Constraint programming) for Supply Chain Optimization modeling, Workforce optimization modeling, Advanced planning and scheduling optimization etc.3. Data Science software products( IBM ILOG CPLEX, CP Optimizer, Decision Optimization Center, Supply Chain Optimization, SPSS, DSX, Watson Machine Learning etc) with basic and advanced features4. Algorithms4.1 Optimization algorithms, such as pre-solve, heuristics(GA, meta-heuristics, etc), cut planes and parallel ,Branch and Bound, Branch and Cut, Branch(&Cut)and Price. Column Generation, Benders decomposition, etc. 4.2 Solver Performance Tuning, Memory issue handling, Numerical issue handling4.3 Model tuning, such as how to evaluate performance of different model formulas, or same model with different data sets4.4 Free tools for optimization application development, such as MIPLIB tools, open source solvers(SCIP Optimization).5. C/C++/JAVA/C#/Python programming, MATLAB, etcMultiple platforms auto build, auto testing, and debugging for programming(make/sed/awk/shell)John is very proud of his son and his lovely wife. Enjoys mathematical and good movies. Also likes traveling and riding.
Gaiaworks
View- Website:
- gaiaworks.cn
- Employees:
- 171
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Senior Director Of Data ScienceGaiaworks Jan 2018 - PresentShanghai City, ChinaConstruct data science algorithm cloud platform, on this cloud platform, lead a team to research and develop algorithms and SaaS applicationsTechnology:- Business Intelligence - Machine Learning/ Deep Learning- Decision Optimization- Big DataSolutions or Products Powered by Data Science:- Workforce Analytics- Workforce Planning&Scheduling Solutions- Sales Performance Management Solutions- Workforce Artificial Intelligence Assistant- Time&Clock Solutions
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Data ScientistGaiaworks Jan 2018 - PresentShanghai City, China-Workforce Management Solutions-DESCRIPTIVE + PREDICTIVE + PRESCRIPTIVE + COGNITIVE
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Data Science And Decision Optimization Management Solution Tech Leader In Ibm ChinaIbm Jul 2012 - Dec 2017ShanghaiCustomer Technical SME for decision management optimization solutions.As a member of the technical sales team for the ILOG brand in IBM Software Group, in charge of Great China Group's business.Providing technical leadership to sales opportunities in the areas of Advanced Planning and Scheduling (APS) and Supply chain optimization for Logistics industry, Manufacturing, CPG, Retail, etc. The solutions I designed help the customer understand and appreciate the IBM value proposition for optimization solutions. 1. Attending client meetings to introduce ILOG offerings to customers, 2. Lead discovery workshops to explore client planning challenges, 3. Design and build solutions for the client problem using ILOG technologies4. Present the results to the client team. I also be coordinating activities between sales team and delivery team as the project progresses from sales to delivery. -
Optimization Solver R&D Developer And Optimization Based Application DeveloperIbm Dec 2007 - Jun 2012Shanghai ChinaIn CPLEX research and development team, My responsibilities are:1. As technical leader of IBM CDL optimization development team, investigate the market trend of optimization products, including engine, modeling language to improve product.2. Work with IBM CDL service team as consultant to improve optimization applications' performance.3. As a developer of IBM ILOG CPLEX product, work with world wide team, and in charge of below parts of CPLEX development: 3.1. MATLAB/MSF/PYTHON interface development 3.2. CPLEX performance benchmark 3.3. Build system and test framework 3.4. Marketing work with IBM University Relationship Department and IBM CRL to promote ILOG optimization products
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Optimization Solver R&D DeveloperIlog 2007 - 2008Shanghai City, ChinaInterface development, such as CPLEX MATLAB interface -
Software EngnieerAsus Oct 2006 - Nov 2007Shanghai City, ChinaC++ coding
John Cui Skills
John Cui Education Details
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Industrial Engineering -
Bachelor'S Degree
Frequently Asked Questions about John Cui
What company does John Cui work for?
John Cui works for Gaiaworks
What is John Cui's role at the current company?
John Cui's current role is Data Scientist & Senior Director at GaiaWorks.
What is John Cui's email address?
John Cui's email address is cuiyouzhi0000@qq.com
What schools did John Cui attend?
John Cui attended Shanghai Jiao Tong University, East China University Of Science And Technology.
What skills is John Cui known for?
John Cui has skills like Optimization, Software Development, Matlab, Operations Research, Cplex, C++, Programming, Modeling, Linear Programming, Linux, Mathematical Programming, Mathematical Modeling.
Who are John Cui's colleagues?
John Cui's colleagues are 李岳磊, Jin Shi, Billy Qiu, Zhou Fengfeng, Tony Yin, 薛剑锋, Edward Wang.
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