AI/ML Resources

How Explainable AI Is Building Trust in Everyday Products

Explainable AI builds trust by clarifying AI decisions, enhancing user confidence across industries like e-commerce, healthcare, and entertainment.

March 6, 2025

by Shailesh Chauhan

· 3,788 Views · 3 Likes

Automating Podcast Promotion With AI and Event-Driven Design

How I built an AI-powered LinkedIn post generator using Next.js, OpenAI's GPT and Whisper models, Apache Kafka, and Apache Flink.

March 6, 2025

by Sean Falconer

· 4,411 Views · 1 Like

Dynamic Forms With Camunda and Spring StateMachine

A blueprint for building adaptive and future-proof process automation systems, ensuring they can respond quickly to changing business needs.

March 6, 2025

by Kyriakos Mandalas

CORE

· 6,106 Views · 4 Likes

DevOps: The Key to Reliable AI Data and Governance

Explore the role of DevOps in establishing reliable AI data and governance frameworks, enhancing your organization's data integrity and operational success.

March 6, 2025

by Pritesh Patel

· 3,629 Views

Why Text2SQL Alone Isn’t Enough: Embracing TAG

Table-augmented generation (TAG) and LOTUS bridge AI and databases, enabling complex queries using LLMs. They address the limits of Text2SQL and RAG models.

March 5, 2025

by Pavan Emani

· 3,901 Views

Deep Learning Fraud Detection With AWS SageMaker and Glue

Utilizing AWS SageMaker and Glue to create a fraud detection system using ETL, deep learning, and XGBoost for scalable, efficient, and accurate results.

March 5, 2025

by Joyanta Banerjee

· 5,099 Views · 1 Like

Feather Wand: Your AI-Powered Companion for JMeter

Feather Wand, a new JMeter plugin, brings to the table a sprinkle of AI magic to transform your performance testing experience.

March 4, 2025

by NaveenKumar Namachivayam

CORE

· 4,078 Views · 2 Likes

Automated Bug Fixing: From Templates to AI Agents

Automated bug fixing has evolved from simple template-based approaches to sophisticated AI systems powered by LLMs, agents, agentless, and RAG paradigms.

March 4, 2025

by Meghana Puvvadi

· 4,389 Views

AI Agents For Automated Claims Processing

AI agents streamline workflows by autonomously processing claims, detecting fraud, ensuring compliance, and enhancing decision-making with real-time insights.

March 4, 2025

by Dr Gopala Krishna Behara

CORE

· 2,965 Views · 1 Like

Building a Weather Service With Genkit and AI

AI-powered weather service using Genkit, TypeScript, OpenWeatherAPI, and GitHub Models. Uses OpenAI o3-mini for AI responses.

March 4, 2025

by Xavier Portilla Edo

CORE

· 5,565 Views · 1 Like

AI Agents for Data Warehousing

AI agents are revolutionizing data warehousing by enhancing efficiency, accuracy, and automation across various aspects of data management today.

March 4, 2025

by Ajay Tanikonda

· 4,717 Views · 1 Like

The Critical Role of CISOs in Managing IAM, Including NHIs

NHIs outnumber human users in enterprises, yet many IAM strategies ignore them. Learn why CISOs must own NHI governance to prevent security breaches.

March 4, 2025

by Dwayne McDaniel

· 2,643 Views · 2 Likes

Understanding the Data Culture

A data culture fosters data and AI use to improve decision-making, drive innovation, build trust, and ensure organizational success through collaboration.

March 3, 2025

by Abrar Ahmed Syed

· 3,539 Views · 5 Likes

AI in Agile Product Teams

In this article, learn about AI in agile product teams, gain insights from deep research, and explore what it means for your practice as an agile practitioner.

March 3, 2025

by Stefan Wolpers

CORE

· 4,743 Views · 4 Likes

Exploring Embeddings API With Java and Spring AI

Exploring how to build a Spring AI application that uses OpenAI's embeddings API to find the most relevant products based on user input.

February 28, 2025

by Danil Temnikov

CORE

· 12,344 Views · 10 Likes

XAI for Fraud Detection Models

We will explore the importance of eXplanation in fraud detection models and learn how it can help to understand different patterns of fraud in our system.

February 28, 2025

by Kalpan Dharamshi

· 5,811 Views · 2 Likes

Loss Functions: The Key to Improving AI Predictions

Loss functions measure how wrong an AI's predictions are. Different loss functions are used for different types of problems (regression or classification).

February 28, 2025

by Venkata Sai Manoj Pasupuleti

· 2,817 Views · 1 Like

Efficient Multimodal Data Processing: A Technical Deep Dive

Efficient multimodal data processing using GPU-accelerated pipelines, neural networks, and hybrid storage for scalable, low-latency AI-driven applications.

February 27, 2025

by Praneeth Reddy Vatti

· 6,222 Views · 4 Likes

Banking Fraud Prevention With DeepSeek AI and AI Explainability

AI-driven fraud detection boosts accuracy and transparency using XGBoost, SHAP, and real-time dashboards, providing scalable solutions to fight fraud.

February 26, 2025

by Swapnil Patil

· 43,723 Views · 3 Likes

Identity and Access Management Solution to Safeguard LLMs

One of the essential security measures to address LLM security involves securing access to the LLMs so that only authorized individuals can access data.

February 26, 2025

by Anant Wairagade

· 5,172 Views · 6 Likes

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