Data Engineering Resources

Toward Explainable AI (Part I): Bridging Theory and Practice—Why AI Needs to Be Explainable

Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.

August 22, 2025

by Frederic Jacquet

CORE

· 2,803 Views · 6 Likes

Greenplum vs Apache Doris: Features, Performance, and Advantages Compared

Compare Greenplum vs. Apache Doris for MPP-based analytics. Learn which database suits real-time, high-concurrency workloads and evolving data architectures.

August 21, 2025

by li yy

· 2,554 Views · 2 Likes

Comparing Cassandra and DynamoDB: A Side-By-Side Guide

Compare Apache Cassandra and Amazon DynamoDB across features, scalability, cost, and use cases to choose the right NoSQL database for your next project.

August 21, 2025

by RENJITH RAMACHANDRAN

· 2,241 Views · 2 Likes

Securing Cloud Applications: Best Practices for Developers

Securing cloud applications requires IAM, encryption, API security, monitoring, DevSecOps, Zero Trust, compliance, and proactive threat detection.

August 21, 2025

by Bhanuprakash Madupati

· 53,802 Views · 9 Likes

AI-Powered Root Cause Analysis: Introducing the Incident Investigator

Resolve cloud incidents faster with the AI Incident Investigator — an agent that finds the root cause of production issues and explains them in plain English.

August 21, 2025

by Marija Naumovska

CORE

· 2,948 Views · 3 Likes

How to Build an AI-Powered Chatbot With Retrieval-Augmented Generation (RAG) Using LangGraph

RAG with LangGraph boosts LLM accuracy by retrieving data at runtime. Using OpenAI, FAISS, and modular nodes, it builds fast, factual, domain-aware chatbots.

August 21, 2025

by Mayukh Suri

· 2,803 Views · 1 Like

Design Automation in Closure Engineering: Building Parametric Assemblies With CATIA and VB Scripting

CATIA and VB scripting automate closures, boosting precision, reducing rework, and ensuring GD&T-compliant, production-ready models.

August 21, 2025

by Shrikant Chopade

· 1,855 Views · 2 Likes

Operationalizing the OWASP AI Testing Guide: Building Secure AI Foundations Through NHI Governance

Align your AI pipelines with OWASP AI Testing principles using identity-based insights to monitor, enforce, and audit secrets and token usage best practices.

August 20, 2025

by Dwayne McDaniel

· 1,441 Views · 3 Likes

MCP Client-Server Integration With Semantic Kernel

Learn to integrate Semantic Kernel with Azure OpenAI and MCP to discover tools, register them as functions, and enable AI agents to invoke them dynamically.

August 20, 2025

by Anup Rao

· 5,392 Views · 3 Likes

Prompt Engineering Wasn't Enough; Context Engineering Is What Came Next

Expanded context windows enable a shift from prompt engineering to context engineering, i.e., optimizing what AI accesses rather than how we ask.

August 20, 2025

by Pavan Vemuri

CORE

· 2,684 Views · 8 Likes

Talk to Your BigQuery Data Using Claude Desktop

Build an MCP server that lets Claude's desktop connect to your BigQuery data and converse with your data in natural language.

August 20, 2025

by Pavan Vemuri

CORE

· 5,235 Views · 9 Likes

Getting Started With PyIceberg: A Pythonic Approach to Managing Apache Iceberg Tables

If you're an ML Engineer and want to quickly run a feature engineering in your model, PyIceberg provides a lightweight implementation.

August 20, 2025

by Junaith Haja

· 2,360 Views · 3 Likes

Containerized Intelligence: Running LLMs at Scale Using Docker and Kubernetes

Deploy powerful LLMs easily using Docker and Kubernetes. Scale with GPUs, fine-tune models, and automate inference workloads effortlessly.

August 20, 2025

by Anjan Kumar Ayyadapu

· 11,720 Views · 5 Likes

How to Program a Quantum Computer: A Beginner's Guide

Build your first quantum programs using IBM Quantum Composer. Learn how qubits work, flip states with logic gates, and harness superposition to output 2 values.

August 19, 2025

by Kory Becker

· 3,160 Views · 5 Likes

Data Engineering for AI-Native Architectures: Designing Scalable, Cost-Optimized Data Pipelines to Power GenAI, Agentic AI, and Real-Time Insights

AI-native data platforms demand more than upgrades — learn how teams are building scalable systems for RAG, streaming, embeddings, and orchestration.

August 19, 2025

by Abhishek Gupta

CORE

· 3,047 Views · 2 Likes

What We Learned Migrating to a Pub/Sub Architecture: Real-World Case Studies from High-Traffic Systems

Kafka-powered migration of an e-commerce platform—focused on scalability, fault tolerance, and clean event-driven design.

August 19, 2025

by Ravi Teja Thutari

CORE

· 8,034 Views · 4 Likes

Building SQLGenie: A Natural Language to SQL Query Generator with LLM Integration

This article explores the journey of building SQLGenie, testing various Language Models (LLMs) to find the optimal solution for converting natural language to SQL queries

August 19, 2025

by Sangame Krishnamani

· 4,155 Views · 5 Likes

Agile AI Agents

Can ChatGPT’s Agent Mode really handle agile team tasks? I tested real use cases to see what it can do, what it misses, and where it needs improvement.

August 19, 2025

by Stefan Wolpers

CORE

· 1,852 Views · 3 Likes

Building a Secure and Unified Data Platform

Learn to build a secure GCP stack using a custom VPC, VM with private access, managed Cloud SQL PostgreSQL, and BigQuery for real-time federated queries.

August 19, 2025

by Vani Gundu

· 5,348 Views · 2 Likes

A Retrospective on GenAI Token Consumption and the Role of Caching

Caching is an important technique for enhancing the performance and cost efficiency of diverse cloud native applications, including modern GenAI applications.

August 19, 2025

by Bhala Ranganathan

CORE

· 1,540 Views · 1 Like

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