FAQ About Sara Pinto

• What is Sara Pinto's address?

  Sara Pinto is located at
  London, London, United Kingdom

• What is Sara Pinto's job title?

  Sara Pinto is a
  I'm a Data Scientist with a Computer Science background. Over the past 5 years, I've been solving real-world problems using Deep Learning and other Machine Learning techniques. I had the opportunity to work on several projects where I designed and implemented solutions such as: * I led the development of a Content Analytics system that helps companies perform market and competitor analysis. The system automatically extracts, from PDF reports and HTML pages, structured information about acquisitions, partnerships, offers, headcounts and financials, using NLP techniques. * Classification and Ranking model that classifies articles into their user intent and subject. Built ans hierarchical model structure with 30 different labels. I was able to improve the F-score for the most business relevant class by 25% reaching a F-Score of 85%. * An Opinion Mining system that analyzes subjective unstructured information from social networks. I was able to associate sentiments to companies' products and their characteristics. For example, the system understands what is the overall sentiment of the market towards the new iPhone's camera. The system supports text written in English and Portuguese. I have invested my time on studying Deep Learning and I’ve successfully completed the Deep Learning Specialization and TensorFlow in Practice Specialization on Coursera. Both specializations allowed me to learn and put into practice my knowledge on several subjects such as CNN, NN, Sequence Models, Model tuning, Regularization and Optimization. I mentored a couple of junior elements on different Deep Learning projects, such as: * Sentiment Analysis library using a LSTM approach to classify text as positive, negative or neutral. * A PDF Table Detection component for our PDF parser library. We are researching a computer vision approach using CNN. Skills: * Data Science, * Machine Learning, * NLP, * Deep Learning, * Java, * Python, * Scikit-Learn, * Tensorflow, * Keras Proofpoint

• What industry does Sara Pinto currently work in?

  Sara Pinto currently works in the
  Proofpoint

• What is Sara Pinto's area of expertise?

  Sara Pinto specializes in
  I'm a Data Scientist with a Computer Science background. Over the past 5 years, I've been solving real-world problems using Deep Learning and other Machine Learning techniques. I had the opportunity to work on several projects where I designed and implemented solutions such as: * I led the development of a Content Analytics system that helps companies perform market and competitor analysis. The system automatically extracts, from PDF reports and HTML pages, structured information about acquisitions, partnerships, offers, headcounts and financials, using NLP techniques. * Classification and Ranking model that classifies articles into their user intent and subject. Built ans hierarchical model structure with 30 different labels. I was able to improve the F-score for the most business relevant class by 25% reaching a F-Score of 85%. * An Opinion Mining system that analyzes subjective unstructured information from social networks. I was able to associate sentiments to companies' products and their characteristics. For example, the system understands what is the overall sentiment of the market towards the new iPhone's camera. The system supports text written in English and Portuguese. I have invested my time on studying Deep Learning and I’ve successfully completed the Deep Learning Specialization and TensorFlow in Practice Specialization on Coursera. Both specializations allowed me to learn and put into practice my knowledge on several subjects such as CNN, NN, Sequence Models, Model tuning, Regularization and Optimization. I mentored a couple of junior elements on different Deep Learning projects, such as: * Sentiment Analysis library using a LSTM approach to classify text as positive, negative or neutral. * A PDF Table Detection component for our PDF parser library. We are researching a computer vision approach using CNN. Skills: * Data Science, * Machine Learning, * NLP, * Deep Learning, * Java, * Python, * Scikit-Learn, * Tensorflow, * Keras

• Which languages does Sara Pinto speak? 

  Sara Pinto speaks the following languages:
  No languages available.

• Which industries has Sara Pinto previously worked in?   

  Sara Pinto has prior experience in the following industries:
  Tessian , Tessian , Peanut , Culture Trip , Novabase , Wizdee

• What is Sara Pinto’s work experience?  

  Sara Pinto has the following professional experience:
  Proofpoint , Tessian , Tessian , Peanut , Culture Trip , Novabase , Wizdee .

• How can I find Sara Pinto on LinkedIn?  

  You can view Sara Pinto’s
  LinkedIn profile at LinkedIn URL.

• What are Sara Pinto’s work email addresses?  

  Sara Pinto’s work email addresses are
  [email protected].

• What company does Sara Pinto work for?  

  Sara Pinto works at
  Proofpoint