• Red Hat Workshop

    9 December 2021, 9am - 12.30 PM (GMT+8)

    (FULL HOUSE for 27 Nov - interested parties may still register and we will be in contact with participants for the encore session on 9 Dec 2021, 9am – 12:30pm separately.)

  • Hands-on data pipeline:

    Automated X-Ray images analysis!

    In this workshop you are going to configure an automated pipeline on OpenShift, Red Hat's Kubernetes distribution. This pipeline makes a real time risk assessment of pneumonia on incoming X-Ray images, using a pre-trained machine learning model.

     

    But don’t worry, you don’t have to have any prior knowledge about data science to do this!

     

    This workshop also features a live Grafana dashboard that displays the flow of images, the images themselves as they are processed, along with the resource consumption.

  • Workshop content:

    The workshop features the following sections:

     

    • Description of the scenario and small preview of the demo to understand the many parts involved 
    • Create resources and helpers (config maps, secrets, web server,...) 
    • Deploy a Kafka cluster with AMQ Streams and configure Kafka topics 
    • Configure Bucket notifications on OpenShift Container Storage (Ceph) 
    • Create an auto-scaling service consuming Kafka events with OpenShift Serverless
    • Use of Open Data Hub and Jupyter Notebooks to configure bucket notifications
    • Create a Grafana dashboard displaying the live pipeline
    • Run the demo! Modify the image rate, change the machine learning model, and see what happens...
    • Celebrate!

  • Speakers

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    Guillaume Moutier

    Sr Principal Data Engineering Architect, Red Hat

    Guillaume Moutier is a Sr. Principal Data Engineering Architect at Red Hat, focusing his work on data services, AI/ML workloads and data science platforms. Former CTO of Laval University in Canada, he is constantly looking for and promoting new and innovative solutions, but always with a focus on usability and business alignment brought by 20 years of IT management experience.
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    Karan Singh

    Sr. Principal Architect & Developer Evangelist, Red Hat

    Karan Singh is a Sr. Solution Architect at Red Hat focusing his work on architecture data intensive use-cases running on top of Red Hat OpenShift. Karan is a seasoned professional who extensively works on data services, AI/ML, data science and engineering solutions. He holds a strong background in infrastructure and site reliability engineering , as well as distributed Systems and event driven Application architectures.
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    Keng Hua Yeo

    Senior Solutions Architect, Red Hat Singapore

    Keng Hua Yeo is a Senior Solution Architect in Red Hat, focusing on systems platform and IT infrastructure. Over the years, he has taken on the roles of analyst/programmer for business applications development, system engineer for the installation/deployment of IBM systems, technical application consultant for ERP/SCM/CRM implementations and solution architect for projects is various industries including oil & gas, real estate, wholesale/distribution and manufacturing. In his current role as a Senior Solution Architect in Red Hat, he helps customers with infrastructure and application platform solution designs, recommendations and solution proposals for both on premise and on cloud.

  • FULL HOUSE for 27 Nov - interested parties may still register but will be on waitlist. Red Hat will be in contact with participants for an encore session separately, subject to demand.

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