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.
Listed skills include Optimization, Software Development, Matlab, Operations Research, and 31 others.