AI HUM SCI JI Jitendra Devabhakthuni · Towards AI Before Real Users Break Your ML System, Let Synthetic Data Do It First We spent six weeks building a recommendation model that worked beautifully in offline evaluation.
AI HUM SCI JI Jitendra Devabhakthuni · Towards AI Data Leakage Is Hiding in Your Training Pipeline. The best model I ever built turned out to be the worst model I ever built.
AI SCI JI Jitendra Devabhakthuni · Towards AI Synthetic Databases as Audit Logs: How to Make Your AI Models Explainable to Regulators Before They… You cannot replay production history for every model decision. But you can reconstruct it with synthetic data that behaves like your users…
