Mor Shemesh

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Social Stream Pipeline on Databricks with auto-scaling and CI/CD using Travis

December 12th, 2018
This code story describes CSE's work with ZenCity to create a data pipeline on Azure Databricks supported by a CI/CD pipeline on TravisCI. The aim of the collaboration was to create a pipeline capable of processing a stream of social posts, analyzing them, and identifying trends.

Custom Analytics Dashboard for Application Insights

September 26th, 2017
We created an easy-to-use tool for visualizing data from Microsoft Azure Application Insights with a dashboard framework. Our solution can be applied to different bot scenarios as well as other scenarios involving the service.

Continuous Delivery to Multi-Cloud Marketplaces

April 18th, 2017
This code story describes how we collaborated with a partner to create a continuous delivery solution that runs on multiple cloud platforms using Jenkins.

Orchestrating Multiple Bots with Multilingual Support

January 21st, 2017
Using Microsoft Bot Framework, we were able to create an easy to maintain "Orchestration Bot" that can both manage sub-bots and provide multilingual support.

Unit Testing for Bot Applications

January 20th, 2017
Adding unit testing for conversational flow to Microsoft Bot Framework projects, including ones using LUIS.

Building a Pipeline for Extracting and Graphing Entities and Relations from a Corpus of Documents

January 11th, 2017
Learn how to build a pipeline for processing a corpus of documents to discover its entities and relations, then store the derived relations in a database representing a graph.

HDInsight orchestration using Azure App Services

August 28th, 2016
A detailed solution for orchestrating the creation and destruction of an HDInsight cluster via Azure App Services.