Samarth Mistry's repositories
Large-scale-Supply-Chain-Optimization
Using advanced MIP decomposition techniques like Column Generation, Benders' Decomposition, Lagrangian Relaxation to solve CVRP and UFL with Gurobi (Python API) and CPLEX (C++ Concert Technology)
Retail-Forecasting-Optimal-Pricing
End-to-end automated pipeline in Python that forecasts weekly demand for products & recommends corresponding optimal prices for a retail chain (Machine Learning in sklearn, MIP optimization in Gurobi)
Optimization-Facility-Location
Solving the Uncapacitated Facility Location (UFL) problem in C++ with CPLEX (IBM ILOG Concert Technology)
Machine-Learning-Revenue-Prediction
Kaggle challenge / Google Analytics Customer Revenue Prediction in Python with LightGBM, XGBoost, CatBoost
Non-Linear-MIP
Solving MINLP with AMPL/BARON and Constraint Programming with OPL/CPLEX