Hardik Munjal | Faulty Pump Prediction

Hardik Munjal

Data Scientist at Agriculture and Agri-Food Canada

Based in Toronto, Ontario


Data Science professional with 4+ years of experience in building data-driven solution pipelines in Python by leveraging Machine Learning and Statistical Analysis for a broad spectrum of domains including Manufacturing, Retail, and Data Centers clients.


Faulty Pump Prediction

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About this project

I worked on a predictive modelling (multi-class) problem where I used data from Taarifa and the Tanzanian Ministry of Water, to predict which pumps were functional, which need some repairs, and which don't work at all.