The Fifth Elephant 2019

Gathering of 1000+ practitioners from the data ecosystem

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Data-Driven Sourcing of Candidates for Recruitment


Devashish Sood


We cover how we are using social media data to source candidates and details on how we manage the data-pipeline, trained the models, built the webapp, handled data-security and GDPR and Legal. Our project manages a huge amount(~1TB) of data but is used by a small amount of users.


Data pipeline
WebApp - minor overview
Data Security
GDPR and Legal


No requirements.

Speaker bio

I have been working as a Data Scientist and Engineer for the last 2 years and I started off as an Application Developer writing software. I have an online specialization in Data Science from the University of Michigan, a specialization in Deep Learning in Tensorflow/Keras, Numpy from Andrew Ng and and a specialization in Scala-Spark from EPFL.