Statfuel

Business Requirement

The requirement was to build a system that answers specific questions or statistics related to NFL, NBA, Soccer, or any other 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