Summer Internship – Suggest new content using NLP
@Adobe Systems Romania, în Bd.Timisoara, București, Municipiul București, România

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The challenge:

Leverage on machine learning algorithms to monitor data sources, automatically detect trends and suggest content updates. You will work on developing technologies that enable topic and keyword extraction, text summarization and paragraph similarity.

Your work will be part of Adobe Experience Manager Platform (AEM). AEM is a best in class web content management solution and a leader in Digital Marketing Hubs. It enables the biggest brands to deliver fantastic, targeted experiences to their customers across a multitude of channels.

What you’ll do:

  • Get up to speed with the world of enterprise-grade content management
  • Gain hands-on experience with information retrieval, keyword extraction, topic detection, sentiment analysis and summarization
  • Build a workflow that enables monitoring and processing of targeted content
  • Build a system that suggests content updated based on the monitored data
  • Showcase your work

Calificări

What you need to succeed

  • Analytical thinking and a desire to learn new things
  • Knowledge of services-oriented architectures and server-side technologies
  • Knowledge of Natural Language Processing principles and methods
  • English communication skills, both written and verbal

Requirements

  • Web technologies
  • Python
  • Linear algebra
  • Deep learning toolkits: one of Tensorflow, Keras, Dynet, Theano
  • Numpy

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