AI/ML Resources

My Dive into Local LLMs, Part 1: From Alexa Curiosity to Homegrown AI

I set up Ollama on Ubuntu to run LLMs locally. CPU performance was a drag, but when GPU acceleration kicked in, it was a total "whoa" moment.

June 27, 2025

by Praveen Chinnusamy

· 61,639 Views · 3 Likes

What Is Voice AI and How Does It Work?

A practical guide to understanding Voice AI, its benefits, and why it matters in 2025 and beyond. See how modern businesses are using Voice AI.

June 26, 2025

by Parthiba kumar

CORE

· 1,781 Views

AI-Powered Knowledge: LlamaIndex and Apache Tika for Enterprises

LlamaIndex leverages Apache Tika to extract data from legacy Word .doc files, helping businesses unlock decades-old content for modern AI tasks like search and analysis.

June 26, 2025

by Ram Ghadiyaram

CORE

· 2,472 Views · 4 Likes

Serverless Machine Learning: Running AI Models Without Managing Infrastructure

The article empowers developers to deploy and serve ML models without needing to manage servers, clusters, or VMs, reducing time-to-market and cognitive overhead.

June 26, 2025

by Bhanu Sekhar Guttikonda

CORE

· 4,702 Views · 5 Likes

How to Banish Anxiety, Lower MTTR, and Stay on Budget During Incident Response

Cutting log ingestion seems thrifty — until an outage happens and suddenly you really need those signals! See how zero-cost ingestion can get rid of MTTR anxiety.

June 26, 2025

by John Vester

CORE

· 2,427 Views · 1 Like

The Unreasonable Effectiveness of the Actor Model for Creating Agentic LLM Applications

Large language models are, in effect, actors. We exploit this fact to develop a system to easily create composable agentic applications.

June 25, 2025

by Alan Littleford

· 2,649 Views · 2 Likes

Machine Learning for CI/CD: Predicting Deployment Durations and Improving DevOps Agility

Learn how to build an ML regression model that predicts CI/CD deployment duration using pipeline metadata, code metrics, and infrastructure features.

June 25, 2025

by Elakkiya Daivam

· 2,191 Views · 2 Likes

DevOps at the Edge: Deploying Machine Learning Models on IoT Devices

Deploying ML models on IoT devices using DevOps practices enables scalable, low-latency intelligence at the edge without managing cloud infrastructure.

June 25, 2025

by Bhanu Sekhar Guttikonda

CORE

· 5,071 Views · 4 Likes

Synergy of Event-Driven Architectures With the Model Context Protocol

Event-driven systems, combined with the Model Context Protocol (MCP), result in more intelligent, scalable, and reliable AI-driven workflows.

June 25, 2025

by Bhala Ranganathan

CORE

· 3,580 Views · 3 Likes

Building an AI-Powered Text Analysis App With React: A Step-by-Step Guide

Build an AI-powered text analysis app using React, Vite, and OpenAI GPT-3.5, featuring sentiment analysis, topic extraction, summarization, and language detection.

June 25, 2025

by Raju Dandigam

· 19,602 Views · 1 Like

Enabling more informed, transparent, and responsive policies that directly address societal needs and enhance resilience in the face of issues.

June 24, 2025

by Ram Ghadiyaram

CORE

· 2,429 Views · 4 Likes

Unveiling Supply Chain Transformation: IIoT and Digital Twins

Dive into industrial automation using industrial internet of things (IIoTs) and digital twins (DTs) towards the advancement of the supply chain using key technologies.

June 24, 2025

by Manvinder Kumra

· 1,968 Views

The Future Is Now: Top Generative AI Services You Can’t Ignore

Generative AI services create new ideas and content. You just give a prompt, and the AI will write, draw an image, also create a video. That simple!

June 23, 2025

by Chandrasekhar Sah

CORE

· 2,423 Views

Snowflake Cortex for Developers: How Generative AI and SaaS Enable Self-Serve Data Analytics

This article explores how Snowflake Cortex, Snowflake’s generative AI solution, advances self-serve analytics for both structured and unstructured data.

June 23, 2025

by Dipankar Saha

· 3,023 Views · 2 Likes

Architects of Ambient Intelligence With IoT and AI Personal Assistants

Traditional IoT + AI faces latency, privacy, and ecosystem issues. Decentralized AI and federated learning enhance real-time, privacy-centric, user-trusted solutions.

June 23, 2025

by Praveen Chinnusamy

· 5,963 Views · 3 Likes

Building Smarter Chatbots: Using AI to Generate Reflective and Personalized Responses

With the advent of artificial intelligence-based tools, chatbots have been integral for user interactions. An introductory analysis.

June 20, 2025

by Surabhi Sinha

· 1,850 Views · 3 Likes

MCP Client Agent: Architecture and Implementation

Learn how to build a custom MCP client agent that connects to MCP servers programmatically and understand the end-to-end request flow in the process.

June 20, 2025

by Venkata Rakesh Buddhiraju

· 3,639 Views · 6 Likes

Beyond Automation: How Artificial Intelligence Is Transforming Software Development

AI is more than a tool, it’s a teammate. See how it’s helping developers move faster, tackle tough problems, and focus more on building great software.

June 19, 2025

by SAURABH AGARWAL

· 5,664 Views · 9 Likes

How to Add a Jenkins Agent With Docker Compose

A comprehensive step-by-step tutorial to add a Jenkins agent using Docker Compose. Simplify CI/CD setup with this step-by-step guide for scalable automation.

June 19, 2025

by Faisal Khatri

CORE

· 2,825 Views · 3 Likes

The Shift of DevOps From Automation to Intelligence

The history of tech is a story of reinvention. This post explores how we are entering a new era of software intelligence.

June 18, 2025

by Arunsingh Jeyasingh Jacob

· 2,448 Views · 1 Like

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