AI/ML Resources

Bridging UI, DevOps, and AI: A Full-Stack Engineer’s Approach to Resilient Systems

Build resilient full-stack systems with Angular, Node.js, DevOps, and AI — featuring CI/CD, microservices, error handling, and future-ready UI with edge AI.

May 29, 2025

by Bhanu Sekhar Guttikonda

CORE

· 4,144 Views · 4 Likes

Hyperparameter Tuning: An Overview and a Real-World Example

Hyperparameter tuning is critical to optimizing machine learning models, significantly enhancing their performance. This article provides an accessible guide to tuning.

May 29, 2025

by Shailendra Prajapati

· 2,549 Views

AI Agents: A New Era for Integration Professionals

Are AI agents just an integration flow with a few extra tricks? Learn what AI agents are and how and where they add value in the current AI landscape.

May 28, 2025

by Gnanaguru Sattanathan

· 3,797 Views · 2 Likes

ITBench, Part 1: Next-Gen Benchmarking for IT Automation Evaluation

Learn more about ITBench, an open framework to benchmark AI agents for IT automation, focusing on reliability, efficiency, and real-world IT scenarios.

May 28, 2025

by Anca Sailer

· 3,898 Views · 1 Like

Beyond Accuracy: A Product-Led Case for State Space Models Over Transformers

Transformers dominate AI but struggle with long texts. State Space Models (SSMs) are faster and more efficient for production.

May 28, 2025

by Albert Lie

· 1,691 Views

How To Build AI-Powered Prompt Templates Using the Salesforce Prompt Builder

We know the power of Generative AI and how to write prompts, but Salesforce also provides a tool to create effective prompts using Prompt Builder.

May 27, 2025

by Srinivas Sandiri

· 2,848 Views

A Guide to Auto-Tagging and Lineage Tracking With OpenMetadata

Learn how to automate PII tagging, metadata management, and SQL lineage tracking with GPT-4, OpenMetadata, dbt, Trino, and Python for smarter data governance.

May 27, 2025

by Sreenath Devineni

CORE

· 6,180 Views

Building a Real-Time Audio Transcription System With OpenAI’s Realtime API

Dive into real-time audio transcription with this hands-on guide, showing how to stream and transcribe audio in Java using OpenAI’s WebSocket API and GPT-4o models.

May 27, 2025

by Roline Stapny Saldanha

· 5,663 Views · 2 Likes

Traditional Testing and RAGAS: A Hybrid Strategy for Evaluating AI Chatbots

This article compares traditional testing, what it offers and how RAGAS framework provides alternatives for an overall test plan for RAG applications.

May 27, 2025

by Arun Vishwanathan

· 3,455 Views · 1 Like

The End of “Good Enough Agile”

AI and Product Operating Models challenge outdated Agile rituals. Learn how teams must evolve from process-focused roles to strategic, outcome-driven leadership.

May 26, 2025

by Stefan Wolpers

CORE

· 7,835 Views · 4 Likes

Leveraging Natural Language Processing for Enhancing Sales Chatbots

Explore how NLP enhances sales chatbots, improving customer interaction and boosting engagement through smarter responses.

May 26, 2025

by Devin Partida

· 2,505 Views

Advancing Robot Vision and Control

Discover how integrating visual servoing and reinforcement learning enhances robotic hand-eye coordination for improved accuracy, efficiency, and control.

May 26, 2025

by Akshar Patel

· 2,743 Views

Navigating and Modernizing Legacy Codebases: A Developer's Guide to AI-Assisted Code Understanding

Practical strategies for modernizing legacy codebases using AI-assisted development. Discover real-world case studies and technical approaches for efficient migration.

May 26, 2025

by Tom Smith

CORE

· 4,712 Views · 2 Likes

Implementing Explainable AI in CRM Using Stream Processing

Learn how to bring transparency to AI-driven CRM using stream processing and explainable AI (XAI) to improve trust, speed, and customer insights.

May 23, 2025

by Sergei Berezin

· 3,621 Views · 2 Likes

Apple and Anthropic Partner on AI-Powered Vibe-Coding Tool – Public Release TBD

This vibe-coding tool is only being tested inside Apple; the company hasn’t decided whether to release the platform to outside developers.

May 23, 2025

by Aminu Abdullahi

· 3,666 Views · 1 Like

Modern Test Automation With AI (LLM) and Playwright MCP

Learn how GenAI and Playwright MCP transform QA with natural language test creation, self-healing scripts, dynamic flows, and seamless browser automation.

May 23, 2025

by Kailash Pathak

CORE

· 21,341 Views · 7 Likes

The Role of AI in Identity and Access Management for Organizations

This article examines how AI enhances Identity and Access Management (IAM) by improving security, efficiency, and adaptability to evolving cyber threats.

May 22, 2025

by Nikhil Kapoor

· 4,995 Views · 4 Likes

Assessing Bias in AI Chatbot Responses

The paper explores AI chatbot bias, ethical concerns, fairness, detection methods, and real-world impacts in fields like healthcare, recruitment, and customer service.

May 22, 2025

by Bhanuprakash Madupati

· 70,000 Views · 19 Likes

Knowledge Graph Embeddings and NLP Innovations

Explore advanced strategies integrating knowledge graph embeddings, negative sampling, and NLP models to significantly enhance question-answering accuracy.

May 22, 2025

by Akshar Patel

· 3,070 Views

Code Reviews: Building an AI-Powered GitHub Integration

An AI-powered code review assistant that integrates GitHub, a Flask app, and the qwen2.5-coder model on Ollama to automate code reviews.

May 22, 2025

by Vamshidhar Parupally

· 6,144 Views · 2 Likes

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