It's All A Bet – MLOps, DevOps, AI and Synthetic Data Design

Jason Bell

  • About
  • Data Is Business, Business is Data
  • Machine Learning, The Book
  • Meetups and Conference Speaking
  • A Little Bit More on Docker Memory Management

    Docker is a containerization platform that allows developers to package and deploy applications in a lightweight, portable environment. Memory management and how to use it isn’t a well discussed topic from my searching around for the work I’m doing on Synthetica Data Engine. It’s one of the key aspects of managing Docker containers and it…

    Jason Bell

    January 3, 2023
    devops, Docker/Kubernetes, MLOps
  • Preventing Java Maxing Out CPU in Docker Containers

    With much of the deployment world moving to Docker and Kubernetes in some wave, shape or form; I’ve been spending a lot more time digging into the minute things that will generally make things better. Working on some of the Synthetica Data Engine jobs which rely on heavily on Java execution, I’ve been reminded again…

    Jason Bell

    January 1, 2023
    Clojure, Coding, devops, Docker/Kubernetes, Java, MLOps, Open Data, Python
  • The Reality Check for NI Startups : #northernireland #code #startups #nocode #fdi #outsourcing

    Disclaimer: Everything here is an opinion, the facts (as usual in NI) are very hard to pin down. Comment, tell me I’m wrong, it’s all fine if it makes the NI tech/startup scene a better place. This is every startup in Northern Ireland looking for a coder to build their product right now. The odds…

    Jason Bell

    November 6, 2021
    Uncategorized
  • Time For A Change? #algorithms #ml #ai #business #data

    My first WordPress blog post was back in October 2008, my first blog post goes back way before then in 2000. Twenty-one years of knowledge, insight and, let’s be honest, nonsense. While most folk know me for the big data thing, whether that’s Hadoop, Spark, Kafka or Pulsar. What I want to do now is…

    Jason Bell

    March 6, 2021
    Artificial Intelligence, BigData, Coding, Data, Data and Statistics, Startups/Business, Uncategorized
    algorithms, Artificial Intelligence, business, Data, hadoop, Kafka, Machine Learning, pulsar
  • Apache Kafka vs Apache Pulsar #kafka #pulsar #streaming @digitalis_io

    It’s been a long lockdown few months….. so not much posting. I did, however, write a comparison of Apache Kafka and Apache Pulsar for my employer Digitalis. Enjoy!

    Jason Bell

    February 4, 2021
    Uncategorized
    BigData, Data, Kafka, pulsar, streaming
  • Tales from the Frontline of Kafka – #kafka #confluent #podcast

    Listen now >>>>> https://developer.confluent.io/podcast/tales-from-the-frontline-of-apache-kafka-devops-ft-jason-bell The podcast has been up a while now but I’ve been busy. It was definitely fun to do. There’s a lot of opinion especially about how teams, developers and others embrace Kafka. We also confirmed that Dave Klein is not omnipresent, I was convinced that he was.

    Jason Bell

    December 14, 2020
    Data, Kafka, Machine Learning, Streaming Data, Uncategorized
    community, confluent, Kafka
  • Kafka Is A Team Sport Redux – #kafka #apachekafka #streamingdata #data #confluentkafka

    The feedback from Saturday’s blog post Kafka Is A Team Sport was very positive. I still felt I hadn’t quite got my point across though, well not clearly enough. Then it hit me. The Three Functions I see the current ecosystem as three distinct parts. Development, DevOps Engineering and Data Engineering. They all have different…

    Jason Bell

    November 9, 2020
    BigData, Coding, Data, Data and Statistics, Java, Kafka, Streaming Data
  • Kafka Is A Team Sport – #kafka #apachekafka #streamingdata #data #confluentkafka

    One of the nice things about being an early adopter is watching things grow. Another is observing how that adoption happens from organisation to organisation. The questions I get tend to be varied and in the oddest of locations, doing an impromptu Q&A at London City Airport is still a highlight of data related daftness.…

    Jason Bell

    November 7, 2020
    BigData, Coding, Data, Kafka, RabbitMQ, Startups/Business, Streaming Data
    activemq, confluent, developers, Kafka, RabbitMQ
  • Tesco Clubcard: #customerloyalty is dead! It’s all about membership! #clubcard #tesco #loyalty #data #datamining #algorithms

    (First things first, four months since my last post…. apologies, just a lot of things going on.) The “rona” has done a lot of things to retail, it’s also done an awful lot of things to the economy. The UK furlough scheme reduced incomes and made customers very very very price sensitive. And today is…

    Jason Bell

    October 31, 2020
    Advertising, BigData, customerloyalty, Data, Data and Statistics, Data Science, Retail and Loyalty, Startups/Business
    algorithm, clubcard, customerloyalty, Data, loyalty, retail, tesco
  • Selling API Access – Three Steps to Customer Success – #api #programming #software #business #data

    Application Programming Interfaces (API) are is a method for developers and website owners to connect their product to another product. For example, think about all the tools that use Twitter, Instagram and Facebook to get a customer’s data, developers will more than likely be using the respective API to connect and access the data. I’ve…

    Jason Bell

    July 20, 2020
    Uncategorized
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