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Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )

Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )

by smartlake | Apr 18, 2020 | Artificial Intelligence, banking, Blog, chatbot, Machine Learning, NLP, wealth management

Building Blocks In the first part of the series we have shown how to define intents and capture dialog attributes using AWS Lex and AWS Lamda functions (https://smartlake.ch/onboarding-virtual-assistant-for-banking-behind-the-scene-part-i/). We will dive now a little...
Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )

Onboarding Virtual Assistant for Banking: Behind the Scene ( Part I )

by smartlake | Apr 11, 2020 | Artificial Intelligence, banking, Blog, chatbot, Machine Learning, NLP, wealth management

Building Blocks In a previous article,https://smartlake.ch/onboarding-virtual-assistant-for-banking-adding-product-recommendations/, we have shown the integration of product recommendation in a simple onboarding dialogue. In this article we are going to show how we...
Natural Language Processing: Smarter conversations using Spacy

Natural Language Processing: Smarter conversations using Spacy

by smartlake | Mar 22, 2020 | Artificial Intelligence, Blog, Machine Learning, NLP, text mining

Introduction In the previous 6 articles we have illustrated the usage of Google and AWS NLP APIs. We have also experimented the spacy library to extract entities and nouns from different documents. We have shown how to improve the model using pattern matching function...
Natural Language Processing: Smarter conversations using Spacy

Natural Language Processing: Resume Comparison Engine (Part 6)

by smartlake | Dec 27, 2019 | Artificial Intelligence, Blog, Machine Learning, NLP, text mining

Introduction In the previous 5 articles we have illustrated the usage of Google and AWS NLP APIs. We have also experimented the spacy library to extract entities and nouns from different documents. We have shown how to improve the model using pattern matching function...
Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )

Onboarding Virtual Assistant for Banking: Adding Product Recommendations

by smartlake | Sep 16, 2019 | banking, Blog, chatbot, Machine Learning, NLP, wealth management

Improving the Banking Onboarding Assistant In a previous article, https://smartlake.ch/on-boarding-virtual-assistant-myths-and-reality/, we have demonstrated how to use a banking virtual assistant to assist client on boarding. Today we want to go a step further and...
Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )

On-boarding Virtual Assistant: Myths and Reality

by smartlake | Sep 1, 2019 | Artificial Intelligence, banking, Blog, chatbot, NLP

There is quite a number of myths and legends about virtual assistants. When reading the news and articles, it seems artificial intelligence can learn about everything and then reproduce anything it has learned. This is somewhat true. If it is not trained with business...
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Artificial Intelligence banking chatbot chatbots client management dataanalysis data privacy datascience deeplearning federated learning financial services fraud detection machine learning Natural Language Processing NLP personalization project management python R spacy text mining virtualassistant wealth management wealthtech