Data Engineering Resources

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

· 4,889 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

· 3,428 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

· 19,453 Views · 1 Like

How Trustworthy Is Big Data? A Guide to Real-World Challenges and Solutions

Big data only delivers value when it's reliable. Identify and fix trust issues like schema drift, outliers, and silent errors using Deequ and Great Expectations.

June 25, 2025

by Vivek Venkatesan

· 1,829 Views

Optimizing Data Pipelines in Cloud-Based Systems: Tools and Techniques

Learn how to build and optimize data pipelines in cloud-based systems to process and transfer vast amounts of data effectively.

June 24, 2025

by Anil Jonnalagadda

· 19,081 Views · 8 Likes

Salesforce API Integration Guide

Master Salesforce API integration: key use cases, best APIs (REST/SOAP/Bulk), and expert implementation tips. Boost efficiency across ERP, WhatsApp, and more.

June 24, 2025

by Dorian Sabitov

· 2,804 Views · 2 Likes

Storage-Computing Integration vs. Separation: Architectural Trade-offs, Use Cases, and Insights from Apache Doris

Discover the pros, cons, and use cases of storage-computing integration vs. separation, with real-world insights from Apache Doris’s hybrid architecture.

June 24, 2025

by Darren Xu

· 2,169 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

· 2,330 Views · 4 Likes

Distributed Rate Limiting in Java: A Deep Dive into Bucket4j + PostgreSQL

Bucket4j for Java enables distributed rate limiting with PostgreSQL, ensuring consistency via database locks. There is, as it works.

June 24, 2025

by Arkadii Osheev

· 4,176 Views · 6 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

· 1,898 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

· 2,201 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

· 2,867 Views · 2 Likes

From Java 8 to Java 21: How the Evolution Changed My Developer Workflow

Learn how upgrading from Java 8 to Java 21 transformed my workflow with features like records, virtual threads, and text blocks. A must-read for Java developers.

June 23, 2025

by Akhil Sabu

· 15,191 Views · 12 Likes

Building an SQL to DataFrame Converter With ANTLR

ANTLR is a powerful tool that lets you define grammars and build translators. Migrating SQL to DataFrames is tough. ANTLR helps by automating the conversion.

June 23, 2025

by Sandeep Bishnoi

· 5,321 Views · 3 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

· 5,875 Views · 3 Likes

Real-Object Detection at the Edge: AWS IoT Greengrass and YOLOv5

Real-time object detection at the edge using YOLOv5 and AWS IoT Greengrass enables fast, offline, and scalable processing in bandwidth-limited or remote environments.

June 23, 2025

by Anil Jonnalagadda

· 20,624 Views · 17 Likes

Building an IoT Framework: Essential Components for Success

Understanding the building blocks for creating secure, scalable, and efficient IoT frameworks that deliver real-world value and future-proof performance.

June 20, 2025

by Carsten Rhod Gregersen

· 2,251 Views · 2 Likes

Your Kubernetes Survival Kit: Master Observability, Security, and Automation

Master Kubernetes with this guide to observability (Tracestore), security (OPA), automation (Flagger), and custom metrics. Includes Java/Node.js examples.

June 20, 2025

by Prabhu Chinnasamy

· 4,512 Views · 54 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

· 1,764 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

· 3,496 Views · 6 Likes

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