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🔭 I design and build production machine learning systems end to end: from whiteboarding the problem, through training models and writing the services that run them, to automating the monitoring that keeps them improving.
🎓 My PhD is in machine learning: fair representation learning, with papers at CVPR, ECCV and EAAMO.
🛠️ I wrote and maintain EthicML, an open-source benchmarking framework for fair machine learning.
👯 I’m happy to talk about the systems and processes that let a team ship models with confidence: evaluation, backtesting and monitoring.
💬 Ask me about production ML, Python, and fairness in machine learning.