My experiences with data
summary
Mathangi Sri shares lessons from 15 years building data science at companies like PhonePe, Citi and Emirates NBD, describing work across multiple problem domains and data types. She covers specific application areas she has built—chatbots, pricing systems, credit scoring, and productized text‑mining/NLP insights—and reflects on challenges, opportunities and the field’s growth over the past decade.
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