Professional Insights

Deep-dive articles on production ML systems, sports analytics, and data science leadership from my experience building enterprise AI solutions at a leading Australian sports technology company.

Focus Areas

• Production ML Systems - Enterprise architecture, deployment strategies, and scalable pipelines
• Sports Analytics - Probabilistic models, real-time predictions, and domain expertise
• Team Leadership - Managing data science teams and strategic AI initiatives
• Statistical Methods - Bayesian inference, MCMC, and advanced statistical computing
• Career Development - From individual contributor to technical leadership

Latest Insights

Practical knowledge from building AI systems that work in production and leading high-performing data science teams.