RL bandit experiment systems at MakeMyTrip & moving towards learning AI | Cypher 2022

By Narasimha Medeme VP Head Datascience at MakeMyTrip

Travel e-commerce data science space is complex. While there are many success stories, the offline metric improvement/lift and online business metrics may not align in many experiments. The offline model development and deployment strategy suffices in majority of cases. But one must monitor concept drifts, data drifts, remove training data sample selection biases, remove target leakages, minimize omitted variable biases and handle other aspects in applied data science world. Also, on many …

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