Statfuel

Machine Learning

Mobile Application

NLP

Sports Statistics Application

Business Requirement

The requirement was to build a system that answers specific questions related to NFL, NBA, Soccer Answer any variations of question-related to Sports.

SOLUTIONS
  • Identify the key annotations.
  • Reduce filtering complexities by defining a set of rules.
  • Very fast grammar parser implementation.
  • Decision Tree Algorithm implementation decides which API to hit using the Chain Of Responsibility pattern to arrive at the answer
  • Custom Parser Combinator that can extract out entities and conditions based on which questions shall be answered
  • Stanford NLP based rules and LSTM networks were used to extract relevant key concepts from the questions.
RESULT
  • Our system answers any variations of question-related to Sports. The main sports category includes NFL, NBA & Soccer. By implementing the system we are able to achieve more than 95% accuracy.
KEY TECHNOLOGIES
  • ReactJS
  • Java
  • Swift
  • Applovin
  • StanfordNLP
  • TensorFLow

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