The financial services industry is at the forefront of a technological revolution. Artificial Intelligence (AI) is more than just a buzzword; it offers unparalleled opportunities for financial institutions to innovate, streamline operations, and improve customer experiences. This blog post will discuss three compelling use cases for AI in financial services organizations. Before you start incorporating... Continue Reading →
In this blog, I wanted to experiment with Copilot. I gave it a prompt to write a story about an adventurer who got their bank account hacked. The main character of the story is a LLM Chatbot. I was curious if Copilot could create a realistic scenario. I think financial institutions could use LLM Chatbots... Continue Reading →
Introduction Machine learning (ML) is a rapidly evolving technology that can bring significant value to various domains and applications. However, developing and deploying ML solutions is not a simple task. It requires a systematic and disciplined approach to manage the entire lifecycle of ML projects, from data collection and preparation to model development and evaluation... Continue Reading →
A large language model (LLM) is an AI model that can understand and generate human language. These models learn from vast amounts of text data, which helps them to capture the nuances and variations of human language and to produce appropriate and coherent text for a given prompt. LLMs are helpful but can be improved... Continue Reading →
With ChatGPT and Google Bard starting to make their way to the mainstream and Personal Assistant technologies (Siri, Google, and Alexa) being prevalent in many devices we interact with daily, people are interacting more and more with Artificial Intelligence. These interactions can affect how people perceive this technology. If they get a good response, they... Continue Reading →
In my last post, I asked, “What is the Metaverse?” I took a look at the hype around the Metaverse. I mentioned that a big part of the Metaverse will be built using Digital Twins, a digital representation of the real world. With billions of devices connecting each other and the cloud, there is an... Continue Reading →
Recently a new technology buzzword has been making the rounds…Metaverse. What is the Metaverse? According to Wikipedia: The metaverse (a portmanteau of "meta-" and "universe") is a hypothesized iteration of the Internet, supporting persistent online 3-D virtual environments through conventional personal computing, as well as virtual and augmented reality headsets. If we listen to Wikipedia,... Continue Reading →
In a previous article, I asked the question What Does it Mean to be Cloud Native? I explored some general properties that all Cloud Native applications should meet. Here I want to go into more detail to give guidance on how high up the triangle you should take your project. Not all projects need to... Continue Reading →
A while back, I wrote a post about the Sidecar pattern. It has become one of my most popular posts. One of the comments I got on the post was, "how is it different than the Ambassador pattern." So in this post, I will highlight the Ambassador pattern, and I will also show the differences... Continue Reading →
I am thinking about making some tech videos. I want to start with short, informative videos. Make some tutorials and some higher-level videos. Even though I am just starting out I want to make sure that the videos I produce are high quality. It is hard not to do with the equipment available today. At... Continue Reading →
Dave's Two Cents 