Skill UI

Designs scalable batch and streaming pipelines, modern warehouses, and analytics platforms with Spark, dbt, Airflow, cloud data stacks, and governance practices.

Guides multi-location retailers through demand forecasting, safety stock calculation, replenishment planning, promotional lift estimation, and ABC/XYZ segmentation, blending statistical best practices with ML-ready feature engineering to balance service levels and inventory costs.

COBRApy is a Python library for constraint-based reconstruction and analysis of metabolic networks, offering SBML-compatible model loading/saving, FBA/FVA optimization, genetic or reaction knockouts, flux sampling, and production envelope analysis for systems biology and metabolic engineering.