Андрей
Verified
2+ Years in Developer in the field of optimization
Contact this Expert
Developer in the field of optimization
$-
Europe
Prefferd tech
Tech Stack: Python, SQL, Pandas
Tech Skills: NLP
Expert’s cases:
Writing scripts for data preparation. Support of ready optimization models, error analysis and search for conflicting constraints. Developing optimization models from scratch, writing code. Linearization, reducing nonlinear problems to linear form (MILP). Conducting experiments on building different architectures of optimization models (NLP, MILP). Development of heuristics for dimensionality reduction. Communication with the customer: gathering requirements, developing TOR, joint testing and delivery of the model.
Conducting research on the capabilities of open source (CBC, HIGHS...) and proprietary (SAS, Gurobi, COPT...) optimization libraries for design models. Building report layouts to validate model results and prove correctness. Full delivery of models to the customer with implementation in the industrial environment. Participation in pre-sales and MVP creation.
Interview at Gurobi for partnership. Developing optimization models: writing code, building methodology, creating data model. Leading a team of ETL specialists and methodologists. Building a plan to develop and co-test models with the customer.