eenljknjlnjerjwnj

aiengineering

Deploy a simple supervised machine learning algorithm in Azure as a function.

2 minute read

Published:

This post outlines the development of a supervised machine learning model using the DecisionTreeClassifier algorithm. We will cover training the model on a specific dataset, fine-tuning its parameters, and evaluating accuracy. After achieving proficiency, we’ll deploy the model as an Azure Function for serverless execution and expose it as a REST API for real-time predictions. This approach offers insights into machine learning and cloud-based solutions.

AI Model Performance metrics

less than 1 minute read

Published:

these metrics are important for model monitoring and improvement

greensoftware

What got me pondering about Green Software?

less than 1 minute read

Published:

Over the years I’ve seen some posters and online flyers and information about climate change, net zero and sustainability and never thought about thinking along these lines until I was confronted with some consequences.

Embracing Green AI for a better tomorrow

1 minute read

Published:

Green AI: Green AI promotes the creation of sustainable and energy-efficient AI and machine learning models, aligning technology with environmental responsibility.

Develop MCPServer with a focus on eco-friendly technology practices.

21 minute read

Published:

The field of AI Engineering is rapidly evolving and expanding to explore new possibilities. This growth is marked by frequent updates to models, integrations, upgrades, and methodologies, occurring daily and monthly. These advancements are essential for keeping pace with the dynamic nature of AI technologies and their applications.

Evaluating Green IT Metrics for Microservices, utilizing the Kepler

8 minute read

Published:

The majority of organizations are deploying and publishing Open APIs and microservices in both public and private cloud environments. Most cloud providers are following sustainable IT practices and offering infrastructure to clients along with detailed reports on metrics such as carbon footprints.

projects

Photo Sorter

less than 1 minute read

Utilities to sort photos by facial recognition, remove duplicates and identify the quality of photos.
repo link..

ChatBot using Spring AI and OpenAI

less than 1 minute read

A conversational ChatBot built with Spring AI and OpenAI, demonstrating prompt engineering for domain-specific responses.

StoP - AI-Powered SDLC Workflow with LangGraph

2 minute read

A sophisticated AI-powered workflow system that automatically generates user stories, production-ready code, containerization code, and comprehensive unit tests from Swagger/OpenAPI specifications using LangGraph and multiple AI agents. Includes real-time workflow visualization and multi-cloud support.
repo link..

publications

robotoys