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Fallou Tall

Lead Data Engineer - Azure, Databricks and Google Cloud Certified

Fallou Tall
Professional Status
Employed
Open to opportunities
Resume created on DoYouBuzz
  • Design and implement the architecture of the application
  • Scrape HR data from the HR platform with Beautiful Soop
  • Store scraped data into Google Cloud Storage
  • Clean and prepare training data for modeling
  • Define the intents and entities then manually create some dialog flows
  • Automatically generate dialog flows with Rasa Interactive
  • Develop an Intent Classification Model with Rasa-NLU and TensorFlow
  • Develop an entity recognition model with Rasa-NLU and Spacy
  • Develop a chatbot response prediction model with Rasa-Core and TensorFlow
  • Dockerize then connect the app to Facebook Messenger API by setting up a webhook
  • Deploy the chatbot on Google Cloud Platform via App-Engine Flex
  • Stack: Beautiful Soop, GCP, Messenger API, Python, Rasa-Core, Rasa-NLU, Spacy, TensorFlow