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Shivakumari Avaradi

Senior Market Forecaster, Market Data Analytics & Modelling

Shivakumari is a senior market forecaster on the market data analytics & modelling team. She provides forecasting and analysis on network traffic for the telecoms, media, and technology markets.

Shivakumari is responsible for developing and implementing different mathematical and statistical modelling techniques using Python. She has expertise in forecasting, predictive modelling, and machine learning.

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Cellular Data Traffic Forecast

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Cellular Data Traffic Forecast Report: 2021–26

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