Machine Learning, Automated Testing, Programming, Code Review, Software Development, System Design, Procurement, Forecasting, Data Pipelines, Planning Systems, supply chain optimization, Probabilistic Demand Models, Operations Research, Simulation Engines, Observability Metrics, Placement Algorithms

Software Development, Design Patterns, Cloud Technologies, CI CD pipelines, automated testing frameworks, monitoring systems