Python, Data pipelines production ML and model deployment, AI-assisted coding workflows and coding agents such as Codex, Technical mentorship and communication, Production-quality code testing code review and reusable package design, Open-source contribution and reusable package development, Azure and Databricks environments, Applied statistics modeling and rigorous evaluation, Experience in optimization forecasting experimentation or generative AI