Hub for Tech, Innovation & Ideas

DiskInside

___ is a technology platform built around the idea that every piece of technology holds data at its core—stored, accessed, and distributed according to specific rules. Whether it’s a simple application or a complex system, DiskInside focuses on efficient data management, ensuring information is readily available, easily retrievable, and seamlessly shared across platforms

Machine learning

Machine learning algorithms create mathematical models from sample data to make predictions or decisions without explicit programming. This approach is applied to enhance products, making them smarter and more practical

Languages and frameworks

DiskInside likes C#, Python on React and running in Docker containers

Low cost high return

DiskInside likes Tools to be carefully selected to bring any vision and goal to life. Low cost is also nice

Digital trasformation

DiskInside likes business, computers and computers and business about equally. Mostly though computers to do business

Plug and play AI components

DiskInside is all about Plug-and-play. AI components, end-to-end pipelines and algorithms to address everyday challenges

Research, Code and theoretical footnotes

Research

Personalized Artificial intelligence explainability…

Abstract The developed approach in this research, centers around personalisation derived from targeted clustering techniques based on the principles of the Technology Acceptance Model – TAM. By employing targeted clustering, we create tailored explanations for users based on their unique characteristics and requirements. To validate the effectiveness of our methodology,…

Augmenting Large Language Models…

Abstract In this paper, we present a novel Artificial Intelligence (AI) -empowered system that enhances large language models and other machine learning tools with rules to provide primary care diagnostic advice to patients. Specifically, we introduce a novel methodology, represented through a process diagram, which allows the definition of generative…

Blood exam classification for…

Abstract In this paper, we reported on recent findings from our research on investigating the link between a person’s standard biochemistry profile (based on blood exams), body mass index (BMI), metabolism as health state and Systolic Blood Pressure (SBP). Our current findings expand upon our previous related research, which was…

Coding and Footnotes

Microservice Tech Stacks (introducing…

What are Microservices Microservices – also known as the microservice architecture – is a software development paradigm, where an application is structured as a collection of services that are easier to maintain and test, loosely coupled and independently deployable. The microservice architecture enables a fast and reliable delivery of large…

AI Explainability(XAI) and XAI…

In brief Explainable artificial intelligence (XAI) is the process of making the outcome of non-linearly programmed systems more transparent, in an effort to avoid “black-box” processes. XAI in Computer Science is defined by tools and frameworks to help in understanding and interpret predictions made by the various machine learning models.…

The Technology Acceptance Model

The background According to the Technology Acceptance Model (TAM), the acceptance of new technological systems depends on two external factors which are considered as measurements of intention to use and likelihood of adoption. The users’ perception of value extraction from that technology is defined as perceived usefulness. The level of…