Fashion optimization system
Quantitator
Java services and Python optimization modules for constrained fashion pricing and production.
Public code
View public code
Java
Python
PostgreSQL
Overview
An optimization system using genetic and ant-colony algorithms with simulation setup, progress and result presentation.
My contribution
Built Java-to-Python backend integration through inter-process communication and PostgreSQL-backed service work using TDD with Mockito, as described in the CV.
Product capabilities
- Simulation setup and validation
- Genetic and ant-colony optimization
- Progress and result presentation
- Java and Python integration
Reliable communication across process boundaries
Java services coordinate Python optimization work. Error handling addresses malformed outputs and script failures across the process boundary.
Technical stack
Testing and reliability
Backend development used TDD and Mockito. The public repository includes simulation and result interfaces.